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      <image:caption>Working remotely from Nam Dinh (my father’s village in Vietnam) in July</image:caption>
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      <image:caption>Representing TwelveLabs at DubHacks in Seattle in October</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With Klara during our 3rd-year anniversary in Napa in February</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my father and brother in Chicago celebrating Oktoberfest in September</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Dinner in Atlanta with my colleagues Eric Kim and James Gu in September</image:caption>
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      <image:caption>Hitting Barry’s in Philadelphia in October</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Hanging with my dog Klementine at Spark Social near my apartment</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Representing TwelveLabs at NVIDIA GTC in March</image:caption>
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      <image:caption>My interns (Mohit and Aahil) presented their projects at BellHacks in December</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Representing TwelveLabs at HackTech hackathon in Pasadena in April</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my TwelveLabs colleagues Mary and Georgia in Austin in October</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>On a lift to Sun Valley mountain in January</image:caption>
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      <image:caption>Chiang Kai-Shek Memorial Hall in Taipei</image:caption>
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      <image:caption>Downtown Honolulu in December</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Representing TwelveLabs at Infobip Shift conference in Miami in May</image:caption>
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      <image:caption>With winners of HackRice hackathon in Houston in September</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>My dog Klementine supporting me during a pickup soccer game near my place</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Women in AI RAG Hackathon in January</image:caption>
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      <image:caption>Chinatown Hacks in SF in March</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Desert Botanical Garden in Phoenix in May</image:caption>
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      <image:caption>Expansive view of Seoul from Seoul Sky Tower</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Expansive view of Taipei from Taipei 101 Observatory</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Speaking at a panel in AI DevWorld in Santa Clara</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Expansive view of Chicago from Willis Tower Sky Deck</image:caption>
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      <image:caption>Area 15 in Las Vegas</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>NeurIPS Happy Hour in San Diego</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With father in Vietnam in July</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Sunset at Waikiki Beach in December</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Sunset at Willis Tower Sky Deck in Chicago in September</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my colleague Ryan Scott at Stanford Career Fair in October</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my colleague Evan Scott at Hack The 6ix in Toronto in July</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With developers at Hacking Agents hackathon in New York in May</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my family at The Bean in Chicago in September</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my parents and Klara’s mom in SF Civic Center</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>With my colleagues James Gu and Eric Kim at HackGT in Atlanta in September</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Drinking a very expensive coffee in Taipei</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Oracle Park of the SF Giants is two blocks away from my Mission Bay apartment</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Hitting Barry’s in Houston in September</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Caught up with my study-abroad friend Ryan in Philadelphia</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>A memorable matcha cocktail drink I got during the Toronto trip in July</image:caption>
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      <image:caption>A nice sculpture at the Phoenix Art Museum</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Working remotely from Miami in May</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Working remotely from a bar in Pasadena in April</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Beautiful sculpture at a Taipei district</image:caption>
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      <image:caption>Serenity at the Vicayza Museum and Garden in Miami</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Big Vietnamese family dinner at my uncle’s Seattle house in October</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>A fun sculpture in Atlanta Botanical Garden</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>Walked across the Golden Gate Bridge for the first time after 4+ years living in San Francisco!</image:caption>
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      <image:title>Writes - 2025 Annual Review - The Year of Integration - Make it stand out</image:title>
      <image:caption>A cool pic from Stripe Startup Day</image:caption>
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    <lastmod>2025-01-27</lastmod>
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      <image:caption>Source: https://www.uber.com/blog/uber-big-data-platform/</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/865e9c9a-1ffd-407d-8c69-fc7206d1d465/Uber-Data-Culture2.png</image:loc>
      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://www.uber.com/blog/ubers-journey-toward-better-data-culture-from-first-principles/</image:caption>
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      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://www.uber.com/blog/ubers-journey-toward-better-data-culture-from-first-principles/</image:caption>
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      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://blog.open-metadata.org/announcing-openmetadata-20399b816e60</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/48b34709-857b-405c-87dd-74682af637a4/data-lineage.gif</image:loc>
      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ef42c543-0c85-4ba0-96e9-8a8e1ff402ff/OpenMetadata-Roadmap.png</image:loc>
      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://docs.open-metadata.org/v1.3.x/releases/roadmap</image:caption>
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      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://blog.open-metadata.org/why-openmetadata-is-the-right-choice-for-you-59e329163cac</image:caption>
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      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://www.getcollate.io/</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e380782c-35e6-4abf-ad68-e361e583145d/Collate-Cultural-Values.png</image:loc>
      <image:title>Writes - Datacast Episode 132: Big Data Engineering, Data Culture from First Principles, and Reimagined Metadata with Suresh Srinivas - Make it stand out</image:title>
      <image:caption>Source: https://www.getcollate.io/about</image:caption>
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    <loc>https://jameskle.com/writes/krishna-gade</loc>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ca4a21c6-5edc-4ddc-ba1e-7dc4daad5c28/Bing-Search.png</image:loc>
      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/41ee34ae-fbef-4fa5-9658-e80950bf0216/the_engineering_behindtwittersnewsearchexperience95.thumb.1280.1280.png</image:loc>
      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://blog.twitter.com/engineering/en_us/a/2011/the-engineering-behind-twitter-s-new-search-experience</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://blog.twitter.com/official/en_us/a/2012/simpler-search.html</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/pinterest-engineering/real-time-analytics-at-pinterest-1ef11fdb1099</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/pinterest-engineering/building-pinterests-a-b-testing-platform-ab4934ace9f4</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/pinterest-engineering/skyline-etl-as-a-service-a441efdeeb90</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/blog/introducing-fiddler-labs</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/blog/ai-needs-a-new-developer-stack</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/blog/introducing-ml-model-performance-management</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/blog/introducing-ml-model-performance-management</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/ai-observability</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/natural-language-processing-and-computer-vision-model-monitoring</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/blog/the-new-5-step-approach-to-model-governance-for-the-modern-enterprise</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/blog/the-new-5-step-approach-to-model-governance-for-the-modern-enterprise</image:caption>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/careers</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/careers</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/4da8cb92-96b9-43c2-a86b-11a6841c766c/Investors.png</image:loc>
      <image:title>Writes - Datacast Episode 131: Data Infrastructure for Consumer Platforms, Algorithmic Governance, and Responsible AI with Krishna Gade - Make it stand out</image:title>
      <image:caption>Source: https://www.fiddler.ai/about</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/2023-annual-review</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2024-01-13</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ddabbd02-3d97-4697-bcfc-1d45d446e060/Happy+Holidays+from+Twelve+Labs.png</image:loc>
      <image:title>Writes - 2023 Annual Review: The Year of Intensity - Make it stand out</image:title>
      <image:caption>The Twelve Labs team from my Seoul visit!</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9a09f769-5d75-408c-9954-55a423166f0a/Family-Visiting-the-US.jpeg</image:loc>
      <image:title>Writes - 2023 Annual Review: The Year of Intensity - Make it stand out</image:title>
      <image:caption>My family at the SFO airport back in January 2023</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c79d4ad8-1118-4d2c-804b-057ec748bfbf/Vegas-Wedding.JPG</image:loc>
      <image:title>Writes - 2023 Annual Review: The Year of Intensity - Make it stand out</image:title>
      <image:caption>We posed for a photobooth at a wedding in Las Vegas in February 2023</image:caption>
    </image:image>
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      <image:caption>Me at the LLM Bootcamp in South SF in April 2023</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/990b5fc6-8474-462d-a420-2e0eae6a85d1/Solvang.JPG</image:loc>
      <image:title>Writes - 2023 Annual Review: The Year of Intensity - Make it stand out</image:title>
      <image:caption>We were at the town called Solvang during our Santa Barbara trip in May 2023</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e92e0007-1187-4610-b26d-d5abdabe80aa/Disneyland.JPG</image:loc>
      <image:title>Writes - 2023 Annual Review: The Year of Intensity - Make it stand out</image:title>
      <image:caption>This is a pic at the Star Wars theme park in my Disneyland trip in July 2023</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9f5f5539-b253-432a-81f5-41f8594dc435/GAI-Collective-at-TL10.jpeg</image:loc>
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      <image:caption>The GenAI Collective meetup in our office in August 2023</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/eab0fa3f-e493-49c3-ab24-17c406cfe1ae/Demo-at-OCW.jpg</image:loc>
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      <image:caption>I did a product demo during Oracle Cloud World in September 2023</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/826f0896-3692-4692-8f8b-b5b31ca49b6d/23Labs-Hackathon.jpeg</image:loc>
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      <image:caption>The Multimodal AI hackathon at SHACK 15 in October 2023</image:caption>
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      <image:caption>A pic from “Hang Sung Sot” in Ha Long Bay in December 2023</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3a8155b8-a7f2-4491-8360-2418f3ede1b6/RoyalPlace1.jpg</image:loc>
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      <image:caption>The Royal Palace with my colleagues during the Seoul trip</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ed4c9184-8721-4d45-beb2-735ee377b946/Hanoi-Pic.jpeg</image:loc>
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      <image:caption>With the One Pillar Pagoda in Hanoi</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a8ee7138-6bfc-47aa-ae76-2ad22bb5bcda/Reading-Books.jpeg</image:loc>
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      <image:caption>Reading books during a cruise towards Ha Long Bay</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3c139ee3-5688-46c2-a7ba-9ce9ce28a1c7/Seoul-Pic.jpeg</image:loc>
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      <image:caption>During a busy evening in Seoul</image:caption>
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      <image:caption>The Multimodal Minds Discord community</image:caption>
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      <image:caption>In a lantern shop during our trip to Hoi An</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8318ad84-5d42-4334-8a91-255c3bbfe23c/Photography.jpg</image:loc>
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      <image:caption>From my study abroad way back in 2016</image:caption>
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      <image:caption>About to get into a soccer game during the weekend</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b7af207d-d4d9-48f9-b402-88b4da6d878f/HSR.png</image:loc>
      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d5573ec6-46ab-4a5a-877f-f84ff6161aea/Brown-University.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://www.brown.edu/about</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://emanuelzgraggen.com/assets/pdf/vizdom.pdf</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://emanuelzgraggen.com/assets/pdf/PanoramicData.pdf</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://emanuelzgraggen.com/assets/pdf/tableur.pdf</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://emanuelzgraggen.com/assets/pdf/chi2015-squeries.pdf</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://news.mit.edu/2019/drag-drop-data-analytics-0627</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://siliconangle.com/2020/12/09/visual-data-computing-startup-einblick-launches-darpa-customer/</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://www.amplifypartners.com/blog-posts/announcing-our-investment-in-einblick</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Source: https://www.prnewswire.com/news-releases/recreate-the-magic-of-in-person-meetings-einblick-introduces-real-time-remote-collaboration-through-video-enabled-data-whiteboards-301379288.html?tc=eml_cleartime</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 130: Towards Accessible Data Analysis with Emanuel Zgraggen - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://jameskle.com/writes/diana-hsieh</loc>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d2915d16-7ac4-4b89-84e7-c03e88302c41/MIT-Economics.png</image:loc>
      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://economics.mit.edu/academic-programs/undergraduate-program/majors</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://techwithdianasaur.wordpress.com/about/</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://dianahsieh.substack.com/p/why-i-left-vc-to-join-cockroach-labs-1ba3a6a8a495</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://dianahsieh.substack.com/p/how-learning-to-sell-makes-for-a-better-product-manager-25f62f8a95c0</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://dianahsieh.substack.com/p/my-first-90-days-as-the-first-product-hire-bae4c7216151</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://dianahsieh.substack.com/p/pms-should-focus-on-best-fit-not-best-practices-d57fcd72d27c</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://www.getcorrelated.com/blog/correlated-launches-product-led-revenue-and-funding</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://www.getcorrelated.com/blog/what-is-product-led-revenue</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://www.getcorrelated.com/product/generate-pqls</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://www.getcorrelated.com/integrations</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://www.getcorrelated.com/sample-playbook-library</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://startupmonologues.substack.com/p/give-customers-what-they-want-but</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://dianahsieh.substack.com/p/tackling-the-challenge-of-communicating</image:caption>
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      <image:title>Writes - Datacast Episode 129: Early-Stage Product Management, Product-Led Revenue, and Startup Monologues with Diana Hsieh - Make it stand out</image:title>
      <image:caption>Source: https://dianahsieh.substack.com/p/4-early-signs-of-product-market-fit</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://mcs.stanford.edu/careers-resources/alumni-reflections</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://aifund.ai/portfolio/</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://news.greylock.com/welcome-jason-risch-as-greylocks-newest-investor-88d37c98bf63</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://greylock.com/firm/</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://www.onehouse.ai/</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://greylock.com/portfolio-news/baseten-self-serve-apps-for-ml/</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://greylock.com/specialists/</image:caption>
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      <image:title>Writes - Datacast Episode 128: Building Trust with Founders, VC Funding for the Cloud, and The Next Platform for Data Apps with Jason Risch - Make it stand out</image:title>
      <image:caption>Source: https://greylock.com/greymatter/securing-ai/</image:caption>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Source: https://accelins.com/underwriting-and-pricing-as-a-data-led-science-a-critical-competitive-advantage/</image:caption>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a35ef77d-fad4-421a-aecf-c6be8c22f054/Brown-and-Brown.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d0401377-1fbd-4d66-9639-43997ef254c9/Broker-vs-MGA.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Source: https://accelins.com/broker-vs-mga-decoding-their-unique-roles-in-the-insurance-industry/</image:caption>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Source: https://accelins.com/the-key-to-customer-centricity-data/</image:caption>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Source: https://accelins.com/insurance-al-and-technology-spend-where-to-allocate-it/</image:caption>
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      <image:title>Writes - Datacast Episode 127: Data Intelligence for Insurance Transformation with Heather Wentworth - Make it stand out</image:title>
      <image:caption>Source: https://www.linkedin.com/posts/heather-wentworth-0b679246_leaders-as-role-models-what-the-research-activity-6976666889234092032-2WBq/</image:caption>
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    <loc>https://jameskle.com/writes/bob-van-luijt</loc>
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    <lastmod>2023-09-14</lastmod>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/bob-van-luijt/technology-as-an-aesthetic-discipline-300eba3179f0</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/bob-van-luijt/masters-of-creative-leaps-43b0bd37c8c8</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/bob-van-luijt/semantic-internet-of-things-42811e1ca7a7</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/blog/history-of-weaviate</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/company/playbook/why-the-business-model-of-open-source-software-works</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/blog/why-is-vector-search-so-fast</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/developers/weaviate#features</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/developers/weaviate/current/</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/developers/weaviate/more-resources/example-use-cases</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://forum.weaviate.io/latest?order=views</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/pricing</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/company/playbook/hiring-at-weaviate-finding-our-perfect-matches</image:caption>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/company/about-us</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://theorg.com/org/weaviate/teams/board-and-advisors</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 126: Vector Search Engine, Building An Open-Source Business, and Digital Technology Through The Lens of Language with Bob Van Luijt - Make it stand out</image:title>
      <image:caption>Source: https://weaviate.io/company/playbook/creating-an-inclusive-culture-in-remote-work-settings</image:caption>
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    <lastmod>2023-09-04</lastmod>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://fisher.wharton.upenn.edu/</image:caption>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.innovadynamics.com/</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.bvp.com/philosophy</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.bvp.com/news/bessemer-venture-partners-promotes-sakib-dadi-to-vice-president</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/65b3ff76-c9fd-47b3-acb3-7142279e680c/viagogo_logo_fb.png</image:loc>
      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.viagogo.com/</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.bvp.com/atlas/developer-laws-2019</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.bvp.com/atlas/10-product-led-growth-principles/</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.bvp.com/atlas/roadmap-data-infrastructure/#Our-guiding-principles-on-how-we-will-invest</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 125: The Next Wave of Developer Platforms, Data Products, and Software Infrastructure with Sakib Dadi - Make it stand out</image:title>
      <image:caption>Source: https://www.bvp.com/atlas/abstracting-away-the-complexity-of-data-engineering</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 122: The Evolution of Data Visualization, Scaling Data Culture, and The Future of Data Transformation with Gabi Steele - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 122: The Evolution of Data Visualization, Scaling Data Culture, and The Future of Data Transformation with Gabi Steele - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 122: The Evolution of Data Visualization, Scaling Data Culture, and The Future of Data Transformation with Gabi Steele - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 122: The Evolution of Data Visualization, Scaling Data Culture, and The Future of Data Transformation with Gabi Steele - Make it stand out</image:title>
      <image:caption>Source: https://www.datacult.com/our-services</image:caption>
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      <image:title>Writes - Datacast Episode 122: The Evolution of Data Visualization, Scaling Data Culture, and The Future of Data Transformation with Gabi Steele - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 121: High-Performance Processing Engine, Modern Data Streaming, and Propelling Minority in Tech with Alex Gallego - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 120: Next-Generation Experimentation, Statistics Engineering, and The Modern Growth Stack with Chetan Sharma - Make it stand out</image:title>
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      <image:caption>Source: https://www.geteppo.com/about-us</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Source: https://dataproducts.substack.com/p/the-existential-threat-of-data-quality</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Source: https://dataproducts.substack.com/p/the-existential-threat-of-data-quality</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Source: https://www.montecarlodata.com/blog-is-the-modern-data-warehouse-broken/</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Source: https://dataproducts.substack.com/p/the-death-of-data-modeling-pt-1</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 119: Experimentation Culture, Immutable Data Warehouse, The Data Collaboration Problem, and The Rise of Data Contracts with Chad Sanderson - Make it stand out</image:title>
      <image:caption>Source: https://dataproducts.substack.com/p/how-scale-kills-data-teams</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/blog/cleanlab-history/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/blog/cleanlab-history/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/blog/cleanlab-history/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/blog/cleanlab-history/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://l7.curtisnorthcutt.com/cleanlab-python-package</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://l7.curtisnorthcutt.com/label-errors</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/blog/cleanlab-history/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/studio/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://playground.cleanlab.ai/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://cleanlab.ai/about/</image:caption>
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      <image:title>Writes - Datacast Episode 118: Overcoming Hardships, Confident Learning, Dataset Improvement, and The Ph.D. Rapper with Curtis Northcutt - Make it stand out</image:title>
      <image:caption>Source: https://github.com/cleanlab/culture</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 117: Vector Databases, The Embeddings Revolution, and Working in China with Frank Liu - Make it stand out</image:title>
      <image:caption>Source: https://orioniot.cn/about.html</image:caption>
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      <image:title>Writes - Datacast Episode 117: Vector Databases, The Embeddings Revolution, and Working in China with Frank Liu - Make it stand out</image:title>
      <image:caption>Source: https://zilliz.com/product/open-source-vector-database</image:caption>
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      <image:title>Writes - Datacast Episode 117: Vector Databases, The Embeddings Revolution, and Working in China with Frank Liu - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 117: Vector Databases, The Embeddings Revolution, and Working in China with Frank Liu - Make it stand out</image:title>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 117: Vector Databases, The Embeddings Revolution, and Working in China with Frank Liu - Make it stand out</image:title>
      <image:caption>Source: https://github.com/towhee-io/towhee</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 114: Building Data Products and Unlocking Data Insights with Carlos Aguilar - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 114: Building Data Products and Unlocking Data Insights with Carlos Aguilar - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 114: Building Data Products and Unlocking Data Insights with Carlos Aguilar - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
      <image:caption>Source: https://rockset.com/whitepapers/rockset-concepts-designs-and-architecture/</image:caption>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
      <image:caption>Source: https://rockset.com/whitepapers/rockset-concepts-designs-and-architecture/</image:caption>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
      <image:caption>Source: https://www.fastcompany.com/90635543/how-startups-can-create-a-culture-where-women-can-win</image:caption>
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      <image:title>Writes - Datacast Episode 113: Data Applications, Real-Time Analytics, and Cloud Product Management with Shruti Bhat - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 112: Distributed Systems Research, The Philosophy of Computational Complexity, and Modern Streaming Database with Arjun Narayan - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 112: Distributed Systems Research, The Philosophy of Computational Complexity, and Modern Streaming Database with Arjun Narayan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 112: Distributed Systems Research, The Philosophy of Computational Complexity, and Modern Streaming Database with Arjun Narayan - Make it stand out</image:title>
      <image:caption>Source: https://materialize.com/blog/architecture/</image:caption>
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      <image:title>Writes - Datacast Episode 112: Distributed Systems Research, The Philosophy of Computational Complexity, and Modern Streaming Database with Arjun Narayan - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 112: Distributed Systems Research, The Philosophy of Computational Complexity, and Modern Streaming Database with Arjun Narayan - Make it stand out</image:title>
      <image:caption>Source: https://materialize.com/about/</image:caption>
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      <image:title>Writes - Datacast Episode 112: Distributed Systems Research, The Philosophy of Computational Complexity, and Modern Streaming Database with Arjun Narayan - Make it stand out</image:title>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 111: Astrophysics, Visualization Recommendation, and Scalable Data Science with Doris Lee - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 111: Astrophysics, Visualization Recommendation, and Scalable Data Science with Doris Lee - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 111: Astrophysics, Visualization Recommendation, and Scalable Data Science with Doris Lee - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 111: Astrophysics, Visualization Recommendation, and Scalable Data Science with Doris Lee - Make it stand out</image:title>
      <image:caption>Source: https://ponder.io/</image:caption>
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      <image:title>Writes - Datacast Episode 111: Astrophysics, Visualization Recommendation, and Scalable Data Science with Doris Lee - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 100: Data-Centric Computer Vision, Productizing AI, and Scaling a Global Startup with Hyun Kim - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 100: Data-Centric Computer Vision, Productizing AI, and Scaling a Global Startup with Hyun Kim - Make it stand out</image:title>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://www.eecs.mit.edu/</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e109f26c-fa7a-4578-b528-50860d41af78/MIT-Founder-Journey.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: http://web.mit.edu/founders/www/2.a16.html</image:caption>
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      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://www.facebook.com/mithkn/</image:caption>
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      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/44f00fc3-7313-4772-9ee1-2195c34343ae/MIT-ODL.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://openlearning.mit.edu/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/568e44e9-4001-43c8-aaff-84bb0fa6ac9c/Google-Dremel.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://research.google.com/pubs/pub36632.html</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e6391f92-c58c-43c4-8990-ee4266f1ae57/JUMP-Trading.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://www.linkedin.com/company/jump-trading</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6b304aaf-2bf5-4d0b-8174-fbb2657d4856/Coleman_Cody_AIS_2018_Cropped.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://stvp.stanford.edu/?attachment_id=28217</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8303c3c5-fb9a-425c-ac90-0b90121b3ea4/DAWNBench.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://dawn.cs.stanford.edu/benchmark/about.html</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f3009588-20e0-423b-8614-50c90c54a05f/MLPerf.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://ieeexplore.ieee.org/abstract/document/9001257</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9886a02f-f766-4b60-872b-a90aab773859/Selection-via-Proxy.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://openreview.net/forum?id=HJg2b0VYDr</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e17baf32-6e65-4e44-bca9-776b536ba4e5/SEALS.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/pdf/2007.00077.pdf</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3740e929-83c8-49bf-a34f-50b6235671be/CoactiveAI.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://coactive.ai/team</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/32cee686-a787-4350-8472-b2c071c89be7/Coactive-Culture.png</image:loc>
      <image:title>Writes - Datacast Episode 97: Escaping Poverty, Embracing Digital Learning, Benchmarking ML Systems, and Advancing Data-Centric AI with Cody Coleman - Make it stand out</image:title>
      <image:caption>Source: https://github.com/CoactiveAI/culture</image:caption>
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      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0ff2e22b-8b81-4bd0-8929-6de875511e08/Data-Society.png</image:loc>
      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Source: https://datasociety.com/about-us/</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7e73cfd4-2053-4bdb-8424-9950cf9751a0/Data-Society-Training.png</image:loc>
      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Source: https://datasociety.com/training/</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/74e6c381-4e43-4584-9924-05f7991a14e3/Data-Society-Government.png</image:loc>
      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Source: https://datasociety.com/government/</image:caption>
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      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Source: https://datasociety.com/product-meldr/</image:caption>
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      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Source: https://www.kickstarter.com/projects/978832055/data-science-for-everyone</image:caption>
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      <image:title>Writes - Datacast Episode 96: Data Science Training and The Power of Education with Merav Yuravlivker - Make it stand out</image:title>
      <image:caption>Source: https://datasociety.com/about-us/</image:caption>
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  <url>
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    <lastmod>2022-07-15</lastmod>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Managing the Flywheel of ML Data (by Mike Del Balso)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Managing the Flywheel of ML Data (by Mike Del Balso)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Managing the Flywheel of ML Data (by Mike Del Balso)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Managing the Flywheel of ML Data (by Mike Del Balso)</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Lakehouse — a new class of platforms for Data and AI workloads (by Matei Zaharia)</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Lakehouse — a new class of platforms for Data and AI workloads (by Matei Zaharia)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3909a62f-9f01-482c-b6b3-759911ea0596/Matei3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Lakehouse — a new class of platforms for Data and AI workloads (by Matei Zaharia)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7a159261-0206-4e14-ad1a-011c5526075a/Chip1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ML Platform for Online Prediction (by Chip Huyen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/79f3a45e-42e4-4b74-92e6-1d4d4f98e657/Chip2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ML Platform for Online Prediction (by Chip Huyen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/35473d45-8b75-4dfa-8b7f-2ee77418f48b/Chip3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ML Platform for Online Prediction (by Chip Huyen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/27762f87-40ec-41fa-9088-2eaa0eef8505/Chip4.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ML Platform for Online Prediction (by Chip Huyen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e9b17bde-7524-43e4-b14a-5001e7ddd31f/SarahC1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: How to Build Effective ML Stacks (by Sarah Catanzaro)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d1a79398-120e-43b8-9a6c-808302e4431b/SarahC2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: How to Build Effective ML Stacks (by Sarah Catanzaro)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d1d603d9-09c9-4ffa-9934-a5ed1f648c4a/SarahC3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: How to Build Effective ML Stacks (by Sarah Catanzaro)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6b9b5e2c-6f04-4b79-880d-088d6823a0c4/SarahC4.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: How to Build Effective ML Stacks (by Sarah Catanzaro)</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Is Production RL at a tipping point?</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: https://docs.ray.io/en/latest/rllib/index.html</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: https://www.faire.com</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/faire-the-craft/how-data-and-machine-learning-shape-faires-marketplace-510855c4a9bc</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0b023a9a-01cf-4f47-862c-f55e4e2a0802/Justin1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Compass — Composable and Scalable Signals Engineering</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/27ccaab5-b691-4d10-abda-e07731f2ff3b/Justin2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Compass — Composable and Scalable Signals Engineering</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a7411e89-2aef-4fa9-bae9-ec191c2846e2/Justin3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Compass — Composable and Scalable Signals Engineering</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f09a772d-f99e-4272-bf52-4b51a0955060/Justin4.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Compass — Composable and Scalable Signals Engineering</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Why is ML Hard? (by Tal Shaked)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3633dd12-2fcc-440a-91dc-b498386ebcf5/Tal2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Why is ML Hard? (by Tal Shaked)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f93e5ac3-42ca-47c3-8019-1057c7cef518/Tal3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Why is ML Hard? (by Tal Shaked)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/fcf888ea-dd9b-40ae-bfbc-fda91ac5c08e/Emmanuel1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Accelerating Model Deployment Velocity (by Emmanuel Ameisen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9770e67d-18e6-4334-af9b-a398970120c5/Emmanuel2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Accelerating Model Deployment Velocity (by Emmanuel Ameisen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6f4925f4-e22c-4e76-aeff-7ea92eab619b/Emmanuel3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Accelerating Model Deployment Velocity (by Emmanuel Ameisen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3d34f8b4-7c13-4d34-93a4-f2b4fc771eef/Primer1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: https://primer.ai/products/primer-automate/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/91d6ee3f-6b0e-44e9-94d1-88649feeb990/Primer2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Streaming NLP Model Creation and Inference (by Philip North and Cary Goltermann)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e272f6fd-6c45-4d51-8a50-d512b8e098a2/Predibase1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Declarative ML Systems — Ludwig and Predibase (by Piero Molino and Travis Addair)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/869740e3-bf9b-4844-a2e5-bb96fa424314/Predibase2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Declarative ML Systems — Ludwig and Predibase (by Piero Molino and Travis Addair)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5841dcf7-1fb8-4c43-87ae-073607d844fd/Predibase3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Declarative ML Systems — Ludwig and Predibase (by Piero Molino and Travis Addair)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/187bdaac-403a-47ab-9688-f3d752636c02/Predibase4.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Declarative ML Systems — Ludwig and Predibase (by Piero Molino and Travis Addair)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f6eca732-5ecc-4adc-9280-716afd4307d7/Drew1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: The dbt Semantic Layer (by Drew Banin)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8d08fe4b-1d2b-46e5-9510-21f38043cf49/Drew2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: The dbt Semantic Layer (by Drew Banin)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0ae1c8c3-bff1-468d-9893-18a3fdbcce3c/Jacobo.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: Wild Wild Tests — Monitoring RecSys In The Wild (by Jacobo Tagliabue)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f959b3b5-d5a6-4beb-8e44-a6b86f3c7cbf/SarahW1.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ralf — Real-time, accuracy-aware feature store maintenance (by Sarah Wooders)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c71d7dd8-5e4e-4ac9-8064-267a082e035b/SarahW2.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ralf — Real-time, accuracy-aware feature store maintenance (by Sarah Wooders)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/cc6b32c9-05ae-469e-b89d-08436e055195/SarahW3.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ralf — Real-time, accuracy-aware feature store maintenance (by Sarah Wooders)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/4adbbbf4-b34f-4382-815f-36d332745717/SarahW4.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Source: ralf — Real-time, accuracy-aware feature store maintenance (by Sarah Wooders)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c32fd693-84ba-46dc-8e20-6f60035f19df/apply-sponsors.png</image:loc>
      <image:title>Writes - What I Learned From Tecton's apply() 2022 Conference - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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  <url>
    <loc>https://jameskle.com/writes/douwe-maan</loc>
    <changefreq>monthly</changefreq>
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    <lastmod>2022-07-01</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/60a38b87-9c51-4931-9b9d-523fc4d3b119/Douwe-Maan.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a6322ac2-0780-4c14-b59f-fe8916768153/Douwe-Website.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://douwe.me</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/fe1f01c6-279d-4cd5-8a7c-adddd2a0f821/GitLab-Logo.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5f2843dd-56d5-4ca9-83e0-e4551b93929f/GitLab-Personas.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://about.gitlab.com/blog/2020/06/03/collaboration-in-product-planning/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e4ec1498-ebb2-426e-9b55-d18359084902/GitLab-Products.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://about.gitlab.com/topics/single-application/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/cf0ee29b-ee83-4e9a-946c-1d46e0dc9bea/Meltano-Docs.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://docs.meltano.com/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b3a9ffb2-cc39-4537-8205-7695c3ce9c8e/Douwe-Joining-Meltano.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://meltano.com/blog/team-introductions-douwe/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/878cceb8-612b-4a78-8591-9c3968570db0/Singer.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://www.singer.io/#what-it-is</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0e09efbd-db6e-453f-ae50-550e39257429/Meltano-Slack.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ab173395-383e-4aa2-85c9-49baaa5ff64b/Meltano-DataOps.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://meltano.com/dataops/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6a0984ed-07cf-48d5-bcc4-46a7cd23e0bb/Meltano-Hub.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://hub.meltano.com/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/23415c00-00e9-4a15-97c4-78d57449b723/Meltano-Labs.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://github.com/MeltanoLabs</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d671cc28-3619-42e2-a6d4-bd46823f8668/Meltano-V2.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://meltano.com/blog/meet-meltano-2-0/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7e559740-39a6-472a-9e7b-fd3849eacf7c/Meltano-Contributing-Guide.png</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://docs.meltano.com/contribute/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/76abbf53-7416-4965-8f03-19b234b3e308/Meltano-Offsite.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 95: Open-Source DataOps, Building In Public, and Remote Work Culture with Douwe Maan - Make it stand out</image:title>
      <image:caption>Source: https://meltano.com/blog/assemble-recap-company-on-site-in-lisbon/</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/mars-lan</loc>
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    <lastmod>2022-06-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/baa7266c-2afc-45c2-97f3-894b9f6aa061/Mars-Lan.jpg</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d99fbb76-c6dc-4b8f-8a60-a838a24d471c/UCLA_Samueli_CS_block-1.png</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/57f8a28c-c611-47cd-8444-040ce5ea1867/LinkedIn-DataHub-Team.png</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://engineering.linkedin.com/blog/2019/data-hub</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8a503caa-a04a-453c-8317-a7f5f9821766/LinkedIn-Metadata-Journey.png</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://github.com/datahub-project/datahub/blob/master/docs/demo/Taming%20the%20Data%20Beast%20Using%20DataHub.pdf</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1a5a258d-2849-4a6d-9cf1-8bef006ca28f/DataHubhero.png</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://engineering.linkedin.com/blog/2020/open-sourcing-datahub--linkedins-metadata-search-and-discovery-p</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/75285739-830f-4d2f-9e62-db933d63d8b3/DataHub-Architecture.png</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://github.com/datahub-project/datahub/blob/master/docs/architecture/architecture.md</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9d6c030a-56c6-48d1-8fb7-e8173580bc07/DataHub-Adoption.png</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://github.com/datahub-project/datahub/blob/master/docs/demo/Taming%20the%20Data%20Beast%20Using%20DataHub.pdf</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://www.thepullrequest.com/p/nadia-eghbal</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/43e3939b-bc85-460d-981e-380414e55531/Introducing+Metaphor.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://www.metaphor.io/blog-posts/founding-metaphor-data</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/38a86bd7-f349-4b5f-8dbb-a613224957e1/Metadata+types.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://www.metaphor.io/blog-posts/introducing-metaphor-the-modern-metadata-platform</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://www.metaphor.io/blog-posts/the-modern-metadata-platform</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 94: Modern Metadata Management, Open-Source Adoption, and Early-Stage Culture with Mars Lan - Make it stand out</image:title>
      <image:caption>Source: https://www.metaphor.io/integrations</image:caption>
    </image:image>
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    <image:image>
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      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/blog/reverse-etl/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7e99a8ba-4ee9-4c58-a793-91f98901516f/Hightouch-Audiences.png</image:loc>
      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/audiences/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ed0a81fa-c1de-4a84-aaa3-55a1b8c013d3/The-MDS.png</image:loc>
      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/blog/reverse-etl/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8184560e-b188-4752-bb25-ad65b6a4ef3b/Hightouch-Team.png</image:loc>
      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/careers/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a31df977-b54f-4c9e-81e2-dd5705903877/Hightouch-Customers.png</image:loc>
      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/customers/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b34deaf9-6063-4e7e-b8ae-8dbaf905bda9/Pricing.png</image:loc>
      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/pricing/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d4db28c5-d25e-4db8-af10-5f2f7bd7371d/Hightouch-Integrations.png</image:loc>
      <image:title>Writes - Datacast Episode 90: Operational Analytics, Reverse ETL, and Finding Product-Market Fit with Kashish Gupta - Make it stand out</image:title>
      <image:caption>Source: https://hightouch.io/integrations/</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/arize-observe-2022</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-04-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3f66fe19-8c55-4bcb-bf6e-5cb3a094e158/Keynote1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Arize Observe Keynote</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3ee4827d-e906-4a6a-b459-bf1e77893a77/Keynote2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Introducing ML Performance Tracing (by Aparna Dhinakaran)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6f61d3cf-0300-46b1-a5a2-9855e5245c46/Claire1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Reinforcement Learning Techniques for Recommender Systems</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/20818519-bb58-4108-8b4e-b4d70a32ce4b/Claire2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Reinforcement Learning Techniques for Recommender Systems</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/dc10b0d2-6675-428a-8ba8-d7d8192cdfd5/DoorDash1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: DoorDash’s ML Observability Journey</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/fa81afe9-721e-4e22-8491-8216108be5c1/DoorDash2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: DoorDash’s ML Observability Journey</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8d2b65ba-b755-4925-bdde-4cfa53816ad4/DoorDash3.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: DoorDash’s ML Observability Journey</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/63f32883-1d12-4fd8-ba40-9565e14b2950/Chime3.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Scaling Real-Time ML at Chime</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6a89945d-e8e1-4806-9de5-90c45982299b/Chime4.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Scaling Real-Time ML at Chime</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/145769c1-c1da-45a8-8d77-352ac4ffcf2d/Chime5.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Scaling Real-Time ML at Chime</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e36853fe-52da-444e-82f9-94bf38b5f0e9/Chime6.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Scaling Real-Time ML at Chime</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/bb36b592-f939-4ac7-b4ef-731d998cc60d/Chime1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Scaling Real-Time ML at Chime</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c3e0ff9e-a629-499e-b321-8a1f9919b7fd/Chime2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Scaling Real-Time ML at Chime</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/06aacd25-33c1-4125-be58-8ebba5ba2f75/WandB1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Best Practices of Effective ML Teams</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f4676c1b-712f-4ae9-9060-b11acf66ee52/WandB2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Best Practices of Effective ML Teams</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f06bcf68-1e92-4482-88ea-3a8a91f00c2a/UbiOps.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: From Algorithms to Applications</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e7b91fce-6131-48bb-8eca-0c9a96e570d7/Neptune1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: https://neptune.ai/product</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a48f3cce-05b8-4468-a8ca-d4b7b965bc84/Neptune2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: How “Reasonable Scale” ML Teams Keep Track Of Their Projects</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a60c6d08-5ea8-45f5-90a1-edc17cfa744e/Shreya1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Challenges in Monitoring Production ML Pipelines</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d352b85f-e894-47cf-8ae1-de6ebe8dfde5/Shreya2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Challenges in Monitoring Production ML Pipelines</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3cc21f81-eafc-4b27-8c54-bd1df5b87aee/Shreya3.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Towards Observability for ML Pipelines</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e1ebfb54-1e6b-4339-b96e-41fb4f47e9af/Etsy1.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Redesigning Etsy’s ML Platform</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c5e3871d-5fd1-479c-b149-5849de79c17f/Etsy2.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Redesigning Etsy’s ML Platform</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5635083f-bf41-4e34-844e-f1fff6ed6f72/Etsy3.png</image:loc>
      <image:title>Writes - What I Learned From Arize:Observe 2022 - Make it stand out</image:title>
      <image:caption>Source: Redesigning Etsy’s ML Platform</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/alessya-visnjic</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-04-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2ed2678a-dc56-4e7f-ac9f-fd176ab88bd0/WhyLabs-AleyssaVisnjic-2.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/eb8fe430-3c56-4b66-aa92-06cc7fb97440/UW-Applied-Math.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://amath.washington.edu/history</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7d5c1712-2825-4b3a-8048-e6eec1874a1e/Rsqrd.png</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://www.rsqrdai.org/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0d310048-c31e-49a9-9907-d8386a0b1f2e/Ai2-Incubator.png</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://www.ai2incubator.com/about/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/4fc20acf-1e86-4429-9ca0-3adaee8c0847/whylabs-founder-team.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://www.bizjournals.com/seattle/inno/stories/fundings/2021/11/08/whylabs-raises-10m.html</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c3206d6f-a713-43e5-b96d-23e0712cba42/WhyLabs-Platform-capture.gif</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://www.geekwire.com/2020/amazon-vets-raise-4m-madrona-bezos-expeditions-others-ai2-spinout-whylabs/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/885c87cd-09b7-4822-ab4d-154fe79a8844/AI-Observability-Platform.png</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://whylabs.ai/observability</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8be4c5a7-6287-4429-b788-98d22507ce41/whylogs.png</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://github.com/whylabs/whylogs</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/bad61ced-f82e-4e82-be3c-6759a372c707/WhyLabs-Crew.png</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://whylabs.ai/blog/posts/whylabs-raises-10m-from-andrew-ng-defy-partners-to-bring-ai-observability-to-every-ai-practitioner</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3c46a595-4701-42f5-a689-f10c577569f7/Alessya-with-Her-Daughter.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://www.linkedin.com/pulse/who-said-moms-cant-ceo-alessya-visnjic/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ce82eaef-666e-4aab-9960-1aeddb41c72e/WhyLabs-Self-Serve.png</image:loc>
      <image:title>Writes - Datacast Episode 89: Observable, Robust, and Responsible AI with Alessya Visnjic - Make it stand out</image:title>
      <image:caption>Source: https://whylabs.ai/free</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/evan-cummack</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-04-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ea3ef680-033b-4b0c-bafd-b752096405ee/Evan-Cummack-Headshot-Fin.png</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/14c87120-1784-4c5c-92aa-79b5db0146a5/Twilio.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3e2b3908-56d9-4d0e-ae1f-37894f13eb9d/evan-cumack-300x168.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Source: https://www.twilio.com/blog/2011/12/day-in-the-life-twilio-sales-engineer.html</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7848c759-ba9a-4917-a583-15b92f803726/Evan-Cummack-AUS.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Source: https://www.theaustralian.com.au/subscribe/news/1/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8ddb5028-6c0d-4416-8df0-9d246356d27f/Evan-Joined-Fin.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Source: https://www.fin.com/blog-posts/fin-raises-20-million-series-a-led-by-coatue-and-names-former-twilio-executive-as-ceo</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/31f98fa6-aeac-4668-9ced-a51d8618db81/Fin-Product.png</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Source: https://www.fin.com/product</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/836833eb-8fc6-42b5-8617-fa5f114f0aaa/Fin-Customers.png</image:loc>
      <image:title>Writes - Datacast Episode 88: Sales Engineering and Future of Work with Evan Cummack - Make it stand out</image:title>
      <image:caption>Source: https://www.fin.com/case-studies#customers</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/nick-handel</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-03-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/337d35c0-47ae-4d28-9c08-24fff5ff9c54/Nick-Handel.jpg</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/4425b833-7870-4507-8099-603e77611189/UCLA-Math.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://ww3.math.ucla.edu/majors-minors-specializations/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/bc29017c-e8c2-4b3e-ab10-294469af2397/BlackRock.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://fortune.com/company/blackrock/fortune500/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/32ad780c-e88a-4ae9-ade5-a4691fed30a2/Nick-at-Airbnb.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://blog.transform.co/data-talks/my-experience-with-airbnbs-early-metrics-store/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/46776baa-e854-41e5-896a-e7ba5d184a91/Airbnb-DS-Roles.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://www.linkedin.com/pulse/one-data-science-job-doesnt-fit-all-elena-grewal/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/09e8ca32-67ab-4cd1-a2a8-a8916c266715/Airbnb-Bighead.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://ieeexplore.ieee.org/document/8964147/authors#authors</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b8d27373-85b7-49e2-8a93-4f3faad09377/MetricsFramework.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://blog.transform.co/product-focus/metrics-framework/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/81dca7ab-7890-4824-bc43-a9b7ef24d1ef/MetricsCatalog.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://blog.transform.co/product-focus/metrics-catalog/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/aba1e698-6463-45ad-9c2d-75f97180a9e0/MetricsAPI.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://blog.transform.co/product-focus/metrics-api/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a3d64f0e-e0b8-47f1-b1cd-83c00b955c32/Metrics-Store-Role.png</image:loc>
      <image:title>Writes - Datacast Episode 87: Product Experimentation, ML Platforms, and Metrics Store with Nick Handel - Make it stand out</image:title>
      <image:caption>Source: https://blog.transform.co/data-talks/history-of-the-metrics-store/</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/jeremiah-lowin</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-03-17</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/45666aaa-089d-41b0-ab9d-9b207e5c7f03/Jeremiah-Lowin.PNG</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2ec66b37-6266-4a41-857d-78b91abef4f0/Copula-Models.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://www.investopedia.com/terms/c/copula.asp</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/fe34071a-c991-4e8a-9b6f-40302c06018f/King-Street-Capital.jpg</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b29e0cd8-4283-49a7-8913-10232939600f/reconstruction_RBM.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://wiki.pathmind.com/restricted-boltzmann-machine</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/72e8e028-37a5-4ab6-810c-7a12dcdd04db/airflow.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://github.com/apache/airflow/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/58221e90-038f-4cc0-93d9-f8705e939970/Prefect-Core.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://www.prefect.io/core/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/920b8253-c113-489e-8c60-3c8098cd4071/Prefect-Cloud.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://www.prefect.io/cloud/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ea70169b-9ad2-412f-b484-616081c16bc2/Prefect-Hybrid-Model.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://www.prefect.io/why-prefect/hybrid-model/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/bdced17b-f496-437e-a729-4ee9c6581de6/prefect_architecture_overview.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://docs.prefect.io/orchestration/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d5741ada-5c3c-4677-b763-462a72ce404c/Prefect-UI.gif</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/the-prefect-blog/open-sourcing-the-prefect-platform-d19a6d6f6dad</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ffa8a47b-766e-40ca-9a7c-84db4a76a3ce/Success-Based-Pricing.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://www.prefect.io/pricing</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/4b7bac74-f118-4238-a911-fdbf9779da40/Prefect-Building-Team.png</image:loc>
      <image:title>Writes - Datacast Episode 86: Risk Management, Open-Source Governance, and Negative Engineering with Jeremiah Lowin - Make it stand out</image:title>
      <image:caption>Source: https://www.prefect.io/blog/dont-panic-the-prefect-guide-to-building-a-high-performance-team/</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/convergence-2022</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-03-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3a660d46-71ee-4aaf-b76c-8ca774574af4/Speakers.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: https://www.ml-convergence.com</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a668c80f-ac4c-4e55-8a3e-e8d371b8cb14/Oren1.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Highlights from 2021 and Lessons for 2022 (by Oren Etzioni)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/84615cf9-d4a2-4ba6-be77-ec9ce86e171c/Oren2.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Highlights from 2021 and Lessons for 2022 (by Oren Etzioni)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c2a74c36-c873-441c-ac96-e0c6ca038c47/Oren3.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Highlights from 2021 and Lessons for 2022 (by Oren Etzioni)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8e22be0c-75a7-4471-8a41-7a973819a117/Oren4.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Highlights from 2021 and Lessons for 2022 (by Oren Etzioni)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/171423b1-65c4-441e-b2f4-0705bab7549c/Oren5.gif</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Highlights from 2021 and Lessons for 2022 (by Oren Etzioni)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/22617f33-be05-4a9e-a332-6dcaf6ce7dc9/Oren6.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Highlights from 2021 and Lessons for 2022 (by Oren Etzioni)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7b2122fe-0bec-49dc-85d2-1a29f28e0099/Oren7.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e9b2a854-74c1-4dc0-ba9e-9d1233c8fe22/Shivika1.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: Testing ML Models for Production (by Shivika Bisen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ad85b87c-888d-4bf7-b0b7-897b129d9976/Shivika2.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: Testing ML Models for Production (by Shivika Bisen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/aaf2c76d-0735-48bd-83b5-d4ca6d266181/Shivika3.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: Testing ML Models for Production (by Shivika Bisen)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/734c672f-35fa-488a-8654-69735ecac9a7/TFDV.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: Data Quality Assessment Using TensorFlow Data Validation (by Vidhi Chugh)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/661f5df4-34d5-452d-8225-ab5f65d7c153/Peter.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: Taming The Tail - Adventures in AI Economics (by a16z)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/77c4cbbc-786e-411d-b89c-fd48b7a9a7e2/Kevin1.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: How Feature Stores Enable Operational ML (by Kevin Stumpf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/dd796c07-940e-4295-8280-4bfe231a6813/Kevin2.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: How Feature Stores Enable Operational ML (by Kevin Stumpf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a9270dee-a8d4-4163-9ad7-683416753dce/Kevin3.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: How Feature Stores Enable Operational ML (by Kevin Stumpf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3945cabd-fc48-42d8-947b-821059f87b7e/Kevin4.png</image:loc>
      <image:title>Writes - What I Learned From Convergence 2022 - Make it stand out</image:title>
      <image:caption>Source: How Feature Stores Enable Operational ML (by Kevin Stumpf)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/tecton-apply-meetup2022</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2022-03-08</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c9bc41bc-1ece-4f67-9338-f34392b98102/Tecton1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: A Tour of Features In The Wild and A Modern Solution to Manage Them (by Mike Del Balso)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2087c1d8-39af-4b4e-801f-fd563667a6c9/Tecton2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: A Tour of Features In The Wild and A Modern Solution to Manage Them (by Mike Del Balso)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3d2a203c-8626-405b-b336-21df7a42ba75/Tecton3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: A Tour of Features In The Wild and A Modern Solution to Manage Them (by Mike Del Balso)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/34633411-3de8-4a53-ae2e-a0cf1cbab50e/Tecton.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: A Tour of Features In The Wild and A Modern Solution to Manage Them (by Mike Del Balso)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9c835f59-45b1-463b-b75e-fd7d43b8a4e1/Etsy1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Model Calibration in the Etsy Ads Marketplace (by Erica Greene)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d4b1b78f-8038-49b7-abda-8a6d7f773d45/Etsy2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Model Calibration in the Etsy Ads Marketplace (by Seoyoon Park)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/45385e1f-90db-4796-8d23-0e1b1bbae56a/Etsy3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Model Calibration in the Etsy Ads Marketplace (by Seoyoon Park)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5533a6b7-a207-41da-9a15-efcdd8bbbdfd/Etsy4.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Model Calibration in the Etsy Ads Marketplace (by Seoyoon Park)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7df380c5-38f7-4ef6-b7ad-43715c15942b/Rockset2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: What Data Engineers Should Know About Real-Time Analytics (by Dhruba Borthakur)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/03e91a92-cff7-400d-8a19-e09d232e960f/Rockset1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: What Data Engineers Should Know About Real-Time Analytics (by Dhruba Borthakur)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/114d3fb1-a7d0-4957-8fa5-27c7c95cf315/StitchFix1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Hamilton (by Stefan Krawcyzk)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f6211925-3edc-435e-806d-2505a6dd5d9b/StitchFix2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Hamilton (by Stefan Krawcyzk)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/47dcb14d-a789-4aa4-8fff-3333357ef9a9/StitchFix3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Hamilton (by Stefan Krawcyzk)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/fdd2073f-97e8-4d9e-a5ec-85c0192690bc/StitchFix4.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Hamilton (by Stefan Krawcyzk)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/25eb0ce5-1aea-4924-9d41-d40d33166ebf/Erik.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Data Engineering Isn’t Like Other Types Of Software Engineering (by Erik Bernhardsson)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d54e100e-c5e1-4d06-b1f1-6c5489853741/Redis1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Redis as Your Online Feature Store (by Guy Korland)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/34d18667-cbdf-472a-8abd-163d757204b0/Redis2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Redis as Your Online Feature Store (by Guy Korland)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/82173f81-9991-4159-9068-b77bc8a728ec/Redis3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Redis as Your Online Feature Store (by Guy Korland)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7d69df2b-75fd-44de-b354-07c21e0191d4/Pardis.jpeg</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Data Transfer Challenges for MLOps Companies (by Pardis Noorzad)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b6719193-fbdd-4000-99fe-964ee67cd2c0/Snowflake-Feast.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Building Feature Stores on Snowflake (by Miles Adkins)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d62c70a6-f380-40cb-bc7a-8e858a029da5/Tecton4.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: How to Choose The Right Online Store for Your ML Features (by Kevin Stumpf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/77896f80-b0c0-41e2-981d-56eff64e003b/Tecton5.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: How to Choose The Right Online Store for Your ML Features (by Kevin Stumpf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5264945f-4d2b-4aea-86c0-c8a0a7b72240/Tecton6.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: How to Choose The Right Online Store for Your ML Features (by Kevin Stumpf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c79e68ba-a5f3-4f6d-a6b0-4cfae6b2153b/Feast1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Managing Data Infrastructure with Feast (by Felix Wang)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/828e6e54-a816-4450-83d5-d8eee36ac87b/Feast2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Managing Data Infrastructure with Feast (by Felix Wang)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/899a63bd-abe3-4157-b6b5-2ba40d06476b/Twitter1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Twitter’s Feature Store Journey (by Tzvetelina Tzeneva)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/388f1b9f-8144-4cc8-becf-5769b3391484/Twitter2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Twitter’s Feature Store Journey (by Tzvetelina Tzeneva)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/656a7ec4-3c66-4ec1-928d-20991edb686b/Databricks1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Projects Aren’t An Island (by Ben Wilson)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/62fa1485-779f-4168-bbe0-df4fa9e702fa/Databricks2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Projects Aren’t An Island (by Ben Wilson)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/74647d69-55c7-4712-864f-be524ba69e20/Databricks3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: ML Projects Aren’t An Island (by Ben Wilson)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/197fc331-4528-4934-8479-36167e473b59/Ternary2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: The Data Engineering Lifecycle (by Joe Reis)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ca432c67-2c25-41d8-8569-f022831bf889/Ternary3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: The Data Engineering Lifecycle (by Joe Reis)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2693f803-8271-4d17-91fe-d37210928afa/Better1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Feast in a Ranking System (by Vitaly Sergeyev)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/668dc5ca-08d3-4d09-b072-88df416d6045/Better2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2022 - Make it stand out</image:title>
      <image:caption>Source: Using Feast in a Ranking System (by Vitaly Sergeyev)</image:caption>
    </image:image>
  </url>
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    <loc>https://jameskle.com/writes/shinji-kim</loc>
    <changefreq>monthly</changefreq>
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    <lastmod>2022-03-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2d8ebf1c-548b-4089-9c9b-287ae3f4fe66/Shinji-Headshot.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8ecbea88-5766-471b-a152-dd1c6fbc0cad/Waterloo.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ffa8f43f-2c05-42c2-873a-a2f28c972e38/Deloitte.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/72f7958a-c6a3-4079-b280-efcd598e8ec1/Shufflepix.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://venturebeat.com/2013/02/19/shufflepix-creator-goes-from-zero-to-published-ios-game-in-nine-months/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2dff89da-cb81-4eaa-8c3c-9c5964b00152/VentureBeat_Yieldmo_Pull_v3.gif</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://venturebeat.com/2015/05/09/heres-how-yieldmos-ad-format-lab-is-trying-to-reinvent-the-mobile-ad/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/cee1cc1b-f6b6-42b1-9c19-0bd327bc12ab/Concord.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://www.datanami.com/2016/07/14/concord-claims-10x-performance-edge-spark-streaming/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d426edd4-15f3-4697-a706-ef14427bae27/Akamai-IoT-Edge-Connect.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://www.infoq.com/news/2019/06/akamai-iot-edge-mqtt/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/dc5e21c7-81de-431d-bc3e-c33bab651441/Select-Star-Data-Discovery.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://www.selectstar.com/post/how-does-select-star-work</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/68076e32-a2e8-427c-ac74-e0bc7e45b24b/Data-Discovery-BI.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://www.selectstar.com/post/data-discovery-for-business-intelligence</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/82524f36-b308-4e5b-aa8b-cd9b7491286b/Select-Star-Customers.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://www.selectstar.com/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0c3b76d4-51a6-4201-a512-326b2df0e045/Select-Star-Team-Photo.png</image:loc>
      <image:title>Writes - Datacast Episode 85: Ad Exchange, Stream Processing, and Data Discovery with Shinji Kim - Make it stand out</image:title>
      <image:caption>Source: https://www.selectstar.com/about-us</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/dataops-unleashed2022</loc>
    <changefreq>monthly</changefreq>
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    <lastmod>2022-02-25</lastmod>
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      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Boris Jabes - The Operational Analytics Loop (DataOps Unleashed 2022)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c1b6ff56-3e5a-4dac-b082-f033cea2c879/Slack1.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Ryan Kinney - Streamline Your Data Stack With Slack (DataOps Unleashed 2022)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a342a828-2825-4dfd-a511-e38cc16a73f0/Slack3.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Ryan Kinney - Streamline Your Data Stack With Slack (DataOps Unleashed 2022)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a9a3f86a-fcac-4f55-a55d-64d420c17f1e/Slack2.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Ryan Kinney - Streamline Your Data Stack With Slack (DataOps Unleashed 2022)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Natalie Godec - Building A Multi-Cloud Data Platform In A Tightly Regulated Industry (DataOps Unleashed 2022)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Natalie Godec - Building A Multi-Cloud Data Platform In A Tightly Regulated Industry (DataOps Unleashed 2022)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2b54a326-f039-4ccc-9e9e-a8d109cb1dcf/IBM1.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Torsten Steinbach - A Cloud-Native Data Lakehouse Is Only Possible With Open Tech (DataOps Unleashed 2022)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b3b36375-c75e-4f7c-b72a-21bb1b24c360/IBM2.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Torsten Steinbach - A Cloud-Native Data Lakehouse Is Only Possible With Open Tech (DataOps Unleashed 2022)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e83eca64-ab72-4e4f-a974-eea30b731b9c/IBM3.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Torsten Steinbach - A Cloud-Native Data Lakehouse Is Only Possible With Open Tech (DataOps Unleashed 2022)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/066d8716-6485-4faf-a3e6-5f29a0988e11/Metaplane1.png</image:loc>
      <image:title>Writes - What I Learned From DataOps Unleashed 2022 - Make it stand out</image:title>
      <image:caption>Kevin Hu -The Origins, Purpose, and Practice of Data Observability (DataOps Unleashed 2022)</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 84: Business Development and Customer Success for Emerging Technologies with Taimur Rashid - Make it stand out</image:title>
      <image:caption>Source from https://azure.microsoft.com/en-us/overview/future-of-cloud/</image:caption>
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      <image:title>Writes - Datacast Episode 84: Business Development and Customer Success for Emerging Technologies with Taimur Rashid - Make it stand out</image:title>
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      <image:caption>Source: https://www.exeter.edu/about-us/academy-mission</image:caption>
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      <image:title>Writes - What I Learned From The Modern Data Stack Conference 2021 - Make it stand out</image:title>
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      <image:title>Writes - What I Learned From The Modern Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - What I Learned From The Modern Data Stack Conference 2021 - Make it stand out</image:title>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Source: https://data.berkeley.edu/academics/data-science-undergraduate-studies/data-science-major</image:caption>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:caption>Source: https://msande.stanford.edu/</image:caption>
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      <image:title>Writes - Datacast Episode 78: Open-Source Investing and Data Product Management with Julia Schottenstein - Make it stand out</image:title>
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      <image:caption>Source: https://www.nea.com/</image:caption>
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      <image:title>Writes - Datacast Episode 78: Open-Source Investing and Data Product Management with Julia Schottenstein - Make it stand out</image:title>
      <image:caption>Source: https://www.forbes.com/profile/julia-schottenstein/?list=30under30-venture-capital</image:caption>
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      <image:title>Writes - Datacast Episode 78: Open-Source Investing and Data Product Management with Julia Schottenstein - Make it stand out</image:title>
      <image:caption>Source: https://www.metabase.com/product/</image:caption>
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      <image:title>Writes - Datacast Episode 78: Open-Source Investing and Data Product Management with Julia Schottenstein - Make it stand out</image:title>
      <image:caption>Source: https://devops.com/sentry-extends-application-performance-monitoring-tool/</image:caption>
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      <image:title>Writes - Datacast Episode 78: Open-Source Investing and Data Product Management with Julia Schottenstein - Make it stand out</image:title>
      <image:caption>Source: https://www.anyscale.com/blog/why-you-should-build-your-ai-applications-with-ray</image:caption>
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      <image:title>Writes - Datacast Episode 78: Open-Source Investing and Data Product Management with Julia Schottenstein - Make it stand out</image:title>
      <image:caption>Source: https://www.datafold.com/data-diff</image:caption>
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    <loc>https://jameskle.com/writes/annual-review-2021</loc>
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    <lastmod>2022-01-01</lastmod>
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      <image:title>Writes - 2021 Annual Review: The Year of Presence - Make it stand out</image:title>
      <image:caption>Me speaking at ODSC West 2021</image:caption>
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    <lastmod>2021-12-28</lastmod>
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      <image:title>Writes - Datacast Episode 77: Delivering Modern Data Engineering with Einat Orr - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 77: Delivering Modern Data Engineering with Einat Orr - Make it stand out</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/3fe92609-d0a3-4f55-91a6-add1aafd3825/data-versioning-in-lakeFS-data-model.png</image:loc>
      <image:title>Writes - Datacast Episode 77: Delivering Modern Data Engineering with Einat Orr - Make it stand out</image:title>
      <image:caption>Source: https://lakefs.io/ensuring-data-quality-in-a-data-lake-environment/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9709e953-35b5-4536-98ff-5afbb3ff1cec/Data-Engineering-Landscape.png</image:loc>
      <image:title>Writes - Datacast Episode 77: Delivering Modern Data Engineering with Einat Orr - Make it stand out</image:title>
      <image:caption>Source: https://lakefs.io/the-state-of-data-engineering-in-2021/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/8835ad0d-fc63-4a7d-a059-6628d381a5d8/open_core.png</image:loc>
      <image:title>Writes - Datacast Episode 77: Delivering Modern Data Engineering with Einat Orr - Make it stand out</image:title>
      <image:caption>Source: https://docs.lakefs.io/understand/licensing.html</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f40799ed-1ff4-4139-8d8a-86225302a052/lakeFS-Contribution-Guide.png</image:loc>
      <image:title>Writes - Datacast Episode 77: Delivering Modern Data Engineering with Einat Orr - Make it stand out</image:title>
      <image:caption>Source: https://docs.lakefs.io/contributing</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/snorkel-data-centric-ai-2021</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-12-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5162e599-a0a5-44f6-8c51-d8caa3e88239/Cover.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://future.snorkel.ai/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c3fe71f9-607a-4bea-b34c-0f936dc80760/Ratner1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: The Principles of Data-Centric AI (Alex Ratner)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/72a7f9bf-02b5-4f61-81fc-c162ce3c8b89/Ratner2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: The Principles of Data-Centric AI (Alex Ratner)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b9a83775-8448-4ae7-94e9-e4d2e2779c38/Ratner3.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: The Principles of Data-Centric AI (Alex Ratner)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/99a8107e-ea49-4a8b-b3be-babc6b24ef90/Anandkumar1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Learning with Imperfect Labels and Visual Data (Anima Anandkumar)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/300574f9-6beb-4cff-a067-ebadafc437c3/Anandkumar2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2105.06464</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/794757ef-54b7-4d0d-8787-cbf8b7ae1208/Anandkumar3.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2010.05784</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/5b50c1eb-1901-4ad4-90fb-187995d7a8b2/Anandkumar4.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2104.02290</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/b8744f17-b7a3-488b-826d-1dff4e49cfdf/Anandkumar5.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2105.15203</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/308b2b65-64bf-4b85-97cf-3467e2248462/Li2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Uncovering the Unknowns of Deep Neural Networks: Challenges and Opportunities (Sharon Li)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/538eebe6-ca31-4fa0-9c67-c0eee6b69542/Li3.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Uncovering the Unknowns of Deep Neural Networks: Challenges and Opportunities (Sharon Li)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/40297988-b75d-47f7-b403-3caa9f657389/Re2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Our Journey to Data-Centric AI (Chris Re)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6bb7fac9-c961-4c0d-bd53-e4adf8617059/Re1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Our Journey to Data-Centric AI (Chris Re)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/faf12398-ee6f-4a53-8a80-fb368e074693/Gottschlich1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Machine Programming and the Future of Data-Driven Software Development (Justin Gottschlich)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/086af702-4227-45ab-8cc3-b3d39e16dd04/Gottschlich2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Machine Programming and the Future of Data-Driven Software Development (Justin Gottschlich)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9cd0cc21-f0f7-4244-8be7-97f2836c3586/Gottschlich3.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Machine Programming and the Future of Data-Driven Software Development (Justin Gottschlich)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/875d1b19-721e-4040-946c-63797e99593f/Gottschlich4.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Machine Programming and the Future of Data-Driven Software Development (Justin Gottschlich)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e07ce062-0b5f-4b5f-a406-30cccee41666/Zhang2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: MLOps: Towards DevOps for Data-Centric AI (Ce Zhang)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/15f92e4f-3558-4f08-967c-31ad6af4082c/Zhang4.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: MLOps: Towards DevOps for Data-Centric AI (Ce Zhang)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f80a8b92-a4bf-409a-8a13-f79feae7384f/Zhang1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: MLOps: Towards DevOps for Data-Centric AI (Ce Zhang)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/44df37c4-c287-4ea1-9dec-53a063dc9301/Finn1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2103.16817</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/05eb8bcd-47ef-4d58-ae0d-566a0b7a6d31/Finn2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2103.16817</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/40037584-f507-4b83-9554-e8f683fd5673/Finn3.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://arxiv.org/abs/2109.04617</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e2f15b08-e2aa-4ffc-be47-e21e6c75a80c/Finn4.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: https://drive.google.com/file/d/1BPzSmk01mtLG8bVQxOzBUdqGqqu7Vk3R/view</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/9e16b35e-8746-4c45-a824-b7bb652d6c53/Dandrea1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Augmenting the Clinical Trial Design Process Utilizing Unstructured Protocol Data (Michael DAndrea)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/0087542a-8271-4d82-b5ff-b87ede32ee20/Dandrea2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Augmenting the Clinical Trial Design Process Utilizing Unstructured Protocol Data (Michael DAndrea)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/e4ea6e90-7c8b-4268-b64a-834d199b9a3c/Dandrea3.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Augmenting the Clinical Trial Design Process Utilizing Unstructured Protocol Data (Michael DAndrea)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/eb8e2799-baa1-4758-90d2-c4ca717dad92/Malani1.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Building AI Applications Collaboratively: A Case Study (Roshni Malani)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/fd389774-2b4f-438b-888b-2f4430f02b76/Malani2.png</image:loc>
      <image:title>Writes - What I Learned From The Future of Data-Centric AI 2021 - Make it stand out</image:title>
      <image:caption>Source: Building AI Applications Collaboratively: A Case Study (Roshni Malani)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/open-source-data-stack-2021</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-12-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/53e5e194-61bf-40da-9058-65ea769869a0/Open-Source-Stack.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/14d8acfe-5600-4408-af65-6fe2fac34791/Keynote.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/keynote</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6de934d3-451d-486c-b6b8-71fdeea987cd/Events.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/alexdean</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ae2147fe-9385-448e-948e-f1d6c9e5c2ee/Snowplow-Architecture.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: The typical architecture of a Snowplow pipeline</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/78923d59-a83c-4402-8701-c25316471bbf/ELT.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/taylormurphy</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/d76ec93e-9ea8-49f6-a19a-917ba4c3e7b1/Meltano.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: Meltano</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/21859a22-71b8-460a-8ac9-0b88d0abca50/Orchestration.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/nickschrock</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/ba3dee6c-d5de-474a-9e30-006deb765059/Dagster.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: Dagster - The Data Orchestrator</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/6e5d516e-ce3d-4b5c-9719-931488dcf7b9/Transform.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/juliaschottenstein</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/cc3bbd5a-54f8-4c92-9ab7-a74e09bcbb03/dbt.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/juliaschottenstein</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/7a736d2b-0c28-4c7a-99dc-6febf04a08c0/Superset.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.opensourcedatastack.com/speakers/maxbeauchemin</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c4d27993-a89c-4151-9570-6267ae771ef2/Preset.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: Preset</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/2ebf5678-185f-4e6b-9680-453728836cc5/Operationalize.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>https://www.opensourcedatastack.com/speakers/brianleonard</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/a77c654d-df1d-4e5a-9eec-7bca4dfa75e1/Grouparoo-Workflow.png</image:loc>
      <image:title>Writes - What I Learned From The Open Source Data Stack Conference 2021 - Make it stand out</image:title>
      <image:caption>Source: Development Workflow for Reverse ETL</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/prukalpa-sankar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-11-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/c1c277c4-5e4c-41d5-b4d3-270ed36527dc/Prukalpa.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://www.quora.com/How-did-Prukalpa-Sankar-manage-to-get-funding-for-her-Start-up-Socialcops-Does-she-come-from-a-rich-family-back-ground-already</image:caption>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://blog.socialcops.com/inside-sc/announcements/socialcops-what-we-do/</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/f0ee14b9-1fae-4515-901a-3e71c0234828/About-Atlan.png</image:loc>
      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://atlan.com/about</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://humansofdata.atlan.com/2021/01/data-catalog-3-0-modern-metadata-for-the-modern-data-stack/</image:caption>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://humansofdata.atlan.com/2021/11/data-governance-branding-problem/</image:caption>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://humansofdata.atlan.com/2021/02/the-building-blocks-of-a-modern-data-platform/</image:caption>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://atlan.com/about/</image:caption>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://atlan.com/labs/</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - Datacast Episode 76: Modern Data Collaboration and Social Entrepreneurship with Prukalpa Sankar - Make it stand out</image:title>
      <image:caption>Source: https://blog.atlan.com/team/mckinsey-startups-people-moat/</image:caption>
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    <loc>https://jameskle.com/writes/michel-tricot</loc>
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      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1635742509248-DT0TV10DQPZLY4PMUW26/FactSet.png</image:loc>
      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://www.factset.com/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1635742546220-D1JVXTPXLSJHWLW1IS63/Rapleaf.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://martech.zone/rapleaf/</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1635742679757-KF2E42JVTIN5E8KO6L91/Airbyte.png</image:loc>
      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://airbyte.io/</image:caption>
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      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://airbyte.io/blog/how-we-can-commoditize-data-integration-pipelines</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://airbyte.io/blog/how-to-build-thousands-of-connectors</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://github.com/airbytehq/airbyte</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 75: Commoditizing Data Integration Pipelines with Michel Tricot - Make it stand out</image:title>
      <image:caption>Source: https://airbyte.io/blog/the-deck-we-used-to-raise-our-seed-with-accel-in-13-days</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/cindi-howson</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-10-21</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1634704491740-B3Y0302C2V8DAKMXV0EX/cindihowson.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 74: The Next Generation of Business Intelligence with Cindi Howson - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1634704543655-EM9JISL0O0KYKY2OX3BC/First-Gen-BI.png</image:loc>
      <image:title>Writes - Datacast Episode 74: The Next Generation of Business Intelligence with Cindi Howson - Make it stand out</image:title>
      <image:caption>Source: https://www.thoughtspot.com/thoughtspot-blog/new-era-analytics-and-bi</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1634704621706-Y4FHES89BSE1K868MQMP/Gartner-Magic-Quadrant.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 74: The Next Generation of Business Intelligence with Cindi Howson - Make it stand out</image:title>
      <image:caption>Source: https://www.glms.com.au/gartner-magic-quadrant-for-analytics-and-business-intelligence-platforms-2019/</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1634704661744-5IYQP8UPUIKN1NDM91AY/Joining-ThoughtSpot.png</image:loc>
      <image:title>Writes - Datacast Episode 74: The Next Generation of Business Intelligence with Cindi Howson - Make it stand out</image:title>
      <image:caption>Source: https://www.thoughtspot.com/thoughtspot-blog/smarter-analytics-everyone-why-i-joined-thoughtspot</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 74: The Next Generation of Business Intelligence with Cindi Howson - Make it stand out</image:title>
      <image:caption>Source: https://go.thoughtspot.com/ebook-6-top-trends-predictions-data-analytics-ai-2021.html</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/taivo-pungas</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-09-29</lastmod>
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      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632622372424-4490NHETFXR3OE887711/ETH-Zurich.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://ethz.ch/en.html</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632622428239-QJWSZV4F3Z2KQ38OET96/DataSpecManifesto.png</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://dataisspec.github.io/</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632622677738-YW73FWEM7OTD3CRUU70F/Veriff-Licenses.png</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://www.taivo.ai/automation-heavy-products/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632622804412-1VZT71ARU379CLUFQBYH/Veriff.jpg</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://techcrunch.com/2018/06/18/veriff/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632622856106-UYA65D28RDBPHL45LG8Q/Awesome-Data-Annotation.png</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://github.com/taivop/awesome-data-annotation</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632622943123-WVSUBXO61T1OPNVCEK4H/Build-Good-Datasets.png</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://www.taivo.ai/dataops/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632623034862-721XUGF8IY37WZUADFU5/estonian-mafia.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 73: Datasets for Software 2.0 with Taivo Pungas - Make it stand out</image:title>
      <image:caption>Source: https://estonianworld.com/business/e246-million-invested-in-estonian-startups-in-the-first-half-of-2018/</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/tecton-apply-meetup2021</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-10-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632510660409-VCAQ47Y1ZQXJDLD21PE8/Speakers.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: https://www.applyconf.com</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1634260377702-AOZRQV9BVFC8D9Q1S7R0/Mike1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Mike Del Balso - New Abstractions Enabling Operational Machine Learning</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1634260327568-PYBO4X448YN1QG5R934M/Mike2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Mike Del Balso - New Abstractions Enabling Operational Machine Learning</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632510771076-1AMXJ6SQ2HT1VSY4ZI5U/Karan1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Karan Goel - Building Malleable Machine Learning Systems through Measurement, Monitoring &amp; Maintenance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632510861340-RJQOB86YC7S8K9ANUFFN/Karan2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Karan Goel - Building Malleable Machine Learning Systems through Measurement, Monitoring &amp; Maintenance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632510911348-A79QUNXMMUEF3TB8UB7C/Karan3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Karan Goel - Building Malleable Machine Learning Systems through Measurement, Monitoring &amp; Maintenance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511044457-K02HNUT7KR1SPLSM2VE1/Karan5.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Karan Goel - Building Malleable Machine Learning Systems through Measurement, Monitoring &amp; Maintenance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511087882-8BZDU4P12U8U03PDRNPV/Karan6.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Karan Goel - Building Malleable Machine Learning Systems through Measurement, Monitoring &amp; Maintenance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511131804-EQY8GCDD5NOA6GTLTBP7/Karan7.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Karan Goel - Building Malleable Machine Learning Systems through Measurement, Monitoring &amp; Maintenance</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511173345-3XH4AWRGI7OGXP6ICS8M/Rand1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Rand Xie - How Robinhood Built a Feature Store Using Feast</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511221065-PKY8GUO8COJGHD8RNPYA/Rand2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Rand Xie - How Robinhood Built a Feature Store Using Feast</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511286094-NUK21IPXR0O6XXOXYGSD/Rand3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Rand Xie - How Robinhood Built a Feature Store Using Feast</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511337997-AETP5F9OSSJ380V8Y0S4/Aparna1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Aparna Dhinakaran - ML Observability: The Critical Piece of the ML Stack</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632514473837-2EB6O3NBX0ELHXEN2IGQ/Aparna2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Aparna Dhinakaran - ML Observability: The Critical Piece of the ML Stack</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511428518-PS9DQL2FVXM0290SQMFS/Emily2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Emily Hawkins - Streaming Architecture with Kafka, Materialize, dbt, and Tecton</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511503368-VN4XHWCT3ASQT96ZBOOP/Emily3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Emily Hawkins - Streaming Architecture with Kafka, Materialize, dbt, and Tecton</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511595919-WN9FSU0MEHYQRMGRGYC8/Emily4.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: Emily Hawkins - Streaming Architecture with Kafka, Materialize, dbt, and Tecton</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511729121-I11EX5O75SDFCE5BSJ5L/James.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: https://docs.greatexpectations.io/docs/reference/profilers/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632511811055-YK16IS9V282THODZN66C/Matt.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton apply(meetup) 2021 - Make it stand out</image:title>
      <image:caption>Source: https://github.com/feast-dev/feast/pull/1602</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/gleb-mezhanskiy</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-09-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902417334-TFCS78Y3F042H4WKYTWQ/Gleb-Headshot.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902544651-O38A8S7RVV3S50BG1BWX/Autodesk.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://twitter.com/autodesk</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902680334-TL9RKI2K8F2JBRLNH6DQ/Lyft-Data-Sci.png</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://eng.lyft.com/what-is-data-science-at-lyft-4101a69be028?gi=89c4a4c2d494</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902743078-FEQC82IAZ2CTTNFTK5EN/HackerNewsLaunch.png</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://news.ycombinator.com/item?id=24071955</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902786378-7WAGZ2W0WW7MZWQVIDNR/Data-Diff.png</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://www.datafold.com/data-diff</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902827463-YAM95XWO2SEYN64HJMAV/Data-Monitoring.png</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://www.datafold.com/data-monitoring</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902864365-MO25F44EUY62W8X60IRY/Modern-Analytics-Stack.png</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://www.datafold.com/blog/modern-analytics-stack</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902899817-FC8N6KPFL4J6TM6POZDR/Data-Quality-Meetup.png</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://www.datafold.com/data-quality-meetup</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631902943521-3MHTQ9X5FQCP8UR3YUEO/NEA-Datafold-Investment.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 72: Folding Data with Gleb Mezhanskiy - Make it stand out</image:title>
      <image:caption>Source: https://www.nea.com/blog/our-investment-in-datafold-the-data-observability-platform</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/the-messy-middle</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-09-13</lastmod>
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      <image:title>Writes - Notes on "The Messy Middle" - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631492363327-RTJBTEY7GGIL7HIJEBH1/The-Messy-Middle1.png</image:loc>
      <image:title>Writes - Notes on "The Messy Middle" - Make it stand out</image:title>
      <image:caption>Source: https://medium.com/positiveslope/navigating-the-messy-middle-7ca6fff11966</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631492469121-4CRDR8T1AJQ1ZWJ6A3A6/The-Messy-Middle3.jpeg</image:loc>
      <image:title>Writes - Notes on "The Messy Middle" - Make it stand out</image:title>
      <image:caption>Source: https://review.firstround.com/how-to-shape-remarkable-products-in-the-messy-middle-of-building-startups</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/saishruthi-swaminathan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-09-18</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631124595522-Q4UCHUFSPYGTFSKZ1LIV/Saishruthi-Swaminathan.JPG</image:loc>
      <image:title>Writes - Datacast Episode 71: Trusted AI with Saishruthi Swaminathan - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631124326094-ODP3MMF99NOQNJPZ8Z1N/SJSU-Pic.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 71: Trusted AI with Saishruthi Swaminathan - Make it stand out</image:title>
      <image:caption>Source: https://www.sjsu.edu/researchfoundation/featured-research/profiles/2019-articles/jerry-gao.php</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631124369301-XRUPJZPC1NSXG9EUVGMH/IBM-CODAIT.png</image:loc>
      <image:title>Writes - Datacast Episode 71: Trusted AI with Saishruthi Swaminathan - Make it stand out</image:title>
      <image:caption>Source: https://www.ibm.com/opensource/centers/codait/</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 71: Trusted AI with Saishruthi Swaminathan - Make it stand out</image:title>
      <image:caption>Source: https://www.coursera.org/learn/python-for-data-visualization</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/mohamed-elgendy</loc>
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    <lastmod>2021-08-30</lastmod>
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      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630277331556-CK2YSTTJGUIQU7JXJBFK/3D-Business-Analyst.jpg</image:loc>
      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Source: https://www.amazon.com/3D-Business-Analyst-Hands-Mastering/dp/1478726407</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630277371421-GGFU7IZ0BANYGACVIR4B/Twilio-Understand.png</image:loc>
      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Source: https://www.twilio.com/blog/2017/09/twilio-understand-developer-preview.html</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630277409226-FKCIA8UAZ60BSQTAECIP/Amazon-Leadership-Principles.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Source: https://www.aboutamazon.com/about-us/leadership-principles</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630277462097-DXJ8RFDEUQCC1EV21BZ2/Synapse.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630277494787-ZIPE3023BUP6BR6S6BMI/Kolena.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Source: https://kolena.io/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630277532361-DF8E766AOTHWOE8ZQ79O/DL-for-Vision.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 70: Machine Learning Testing with Mohamed Elgendy - Make it stand out</image:title>
      <image:caption>Source: https://www.manning.com/books/deep-learning-for-vision-systems</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/mlops2021</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-08-26</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629936969595-OJCVZVHJ1L4FI53YDZ1Y/Shopify-Inbox.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Shopify Inbox (https://www.shopify.com/inbox)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912407333-NHG3DX9ZJVLSDD7A2D7R/Shopify-Architecture.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Developing a Data-Centric NLP Machine Learning Pipeline (by Diego Castaneda - Data Scientist &amp; Jennifer Bader - Content Strategist, Shopify)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913956659-VY5CXQC2NQ6GJ851I2D7/Mindbody1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Building Reusable and Scalable ML Services to Enable Rapid Development in our Health and Wellness Marketplace (by Genna Gliner - Machine Learning Engineer &amp; Brandon Davis - Machine Learning Engineer, Mindbody)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Building Reusable and Scalable ML Services to Enable Rapid Development in our Health and Wellness Marketplace (by Genna Gliner - Machine Learning Engineer &amp; Brandon Davis - Machine Learning Engineer, Mindbody)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914037067-E9PV1FZ0RZHQ1113AQHJ/Mindbody3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Building Reusable and Scalable ML Services to Enable Rapid Development in our Health and Wellness Marketplace (by Genna Gliner - Machine Learning Engineer &amp; Brandon Davis - Machine Learning Engineer, Mindbody)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914066898-HGXZHW5ZDFURNF933N09/Mindbody4.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Building Reusable and Scalable ML Services to Enable Rapid Development in our Health and Wellness Marketplace (by Genna Gliner - Machine Learning Engineer &amp; Brandon Davis - Machine Learning Engineer, Mindbody)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914092616-QF8WVJCI8TQJCFPAMQSX/Mindbody5.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Building Reusable and Scalable ML Services to Enable Rapid Development in our Health and Wellness Marketplace (by Genna Gliner - Machine Learning Engineer &amp; Brandon Davis - Machine Learning Engineer, Mindbody)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914378763-JEN224YQFX8JIH0PQ83X/Pinterest1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Shopping Recommendations at Pinterest (by Sai Xiao - Machine Learning Engineer, Pinterest)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914408701-W7E2MCR9701NXQFBH3O2/Pinterest2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Shopping Recommendations at Pinterest (by Sai Xiao - Machine Learning Engineer, Pinterest)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914443559-N75NWC5USKWS6YNLP9T2/Pinterest3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Shopping Recommendations at Pinterest (by Sai Xiao - Machine Learning Engineer, Pinterest)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Shopping Recommendations at Pinterest (by Sai Xiao - Machine Learning Engineer, Pinterest)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914511528-3RGB4ATCZL5FK75Y0ABJ/Pinterest5.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Shopping Recommendations at Pinterest (by Sai Xiao - Machine Learning Engineer, Pinterest)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Diagnosing Failure Modes in your ML Organization (by Jason Sleight - Group Technical Lead: ML Platform &amp; Daniel Yao - Director of Applied Machine Learning, Yelp)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914648758-3MK3WSFXPDW7QA9IMH4O/Yelp2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Diagnosing Failure Modes in your ML Organization (by Jason Sleight - Group Technical Lead: ML Platform &amp; Daniel Yao - Director of Applied Machine Learning, Yelp)</image:caption>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Systematic Approaches and Creativity: Building DoorDash's ML Platform During the Pandemic (by Hien Luu - Sr. Engineering Manager &amp; Dawn Lu - Data Scientist, DoorDash)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914869774-ZKPXFZVLACKPLT52XYRW/DoorDash3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Systematic Approaches and Creativity: Building DoorDash's ML Platform During the Pandemic (by Hien Luu - Sr. Engineering Manager &amp; Dawn Lu - Data Scientist, DoorDash)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Multi-Armed Bandits in Production at Stitch Fix (by Brian Amadio - Data Platform Engineer, Stitch Fix)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Multi-Armed Bandits in Production at Stitch Fix (by Brian Amadio - Data Platform Engineer, Stitch Fix)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629915239485-UX7S48PMBU5LTXXDZ2NT/Udemy1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Challenges for ML Operations in a Fast Growing Company (by Gulsen Kutluoglu - Director of Engineering &amp; Sam Cohan - Principal ML Engineer, Udemy)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913696626-APNCUBVSZ42S9OE93VRO/ModelOps1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>MLOps vs. ModelOps – What’s the Difference and Why You Should Care (by Jim Olsen - CTO, ModelOp)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913730545-9X0AIDPP20IQ7YT6ZSMJ/ModelOps2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>MLOps vs. ModelOps – What’s the Difference and Why You Should Care (by Jim Olsen - CTO, ModelOp)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913765535-W81RPTU78ZKQCVGWUVJU/ModelOps3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>MLOps vs. ModelOps – What’s the Difference and Why You Should Care (by Jim Olsen - CTO, ModelOp)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912461545-AAJFTRXS7YEW54B1S41N/Verta1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Model Monitoring: What, Why, and How (by Manasi Vartak - CEO, Verta Inc)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912717863-LVXO7V9L7ZG9YDK8H5OQ/Verta2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Model Monitoring: What, Why, and How (by Manasi Vartak - CEO, Verta Inc)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912762412-SU7WP8HCH4W6JZLC59T8/Verta3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Model Monitoring: What, Why, and How (by Manasi Vartak - CEO, Verta Inc)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912862884-DAKD7WKYL1GBMCOEX6AM/Rossi1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912890305-LWFD3P09RIYKL9MD5N04/Rossi2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912917440-MWZ9X1WAZ7HDMK09BEXC/Rossi3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629912970360-C8SN2XJP3PL0TOBE0PAW/Rossi4.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913015417-W0A4AEZQZWNEK0T32Y9H/Rossi5.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913062830-1HPQDJRY6HWZB2FFY9RH/Rossi6.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913095303-GRV2S9O6QMRA1NNW7QDI/Rossi7.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Machine Learning on Dynamic Graphs (by Emanuele Rossi - Machine Learning Researcher, Twitter)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913394279-WC7TYFUKR96C3HE0ZO0G/Shreya1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Catch Me If You Can: Keeping Up With ML Models in Production (by Shreya Shankar - ML Engineer, PhD Student)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913427702-OP83FRLAZS7O4G4PM6OV/Shreya2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Catch Me If You Can: Keeping Up With ML Models in Production (by Shreya Shankar - ML Engineer, PhD Student)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913550709-YHCJ4T6BP9TYQS51D50V/Alessya1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>The Critical Missing Component in the Production ML Stack (by Alessya Visnjic - CEO and Co-Founder, WhyLabs)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913590653-GXL57UCDL0RB1XG1FDUX/Alessya2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>The Critical Missing Component in the Production ML Stack (by Alessya Visnjic - CEO and Co-Founder, WhyLabs)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629913639881-G60Q58TRYRRSVCIK6JRS/Alessya3.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>The Critical Missing Component in the Production ML Stack (by Alessya Visnjic - CEO and Co-Founder, WhyLabs)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914152962-FBRJBQN4MNQT62G2GP1D/Snorkel1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Iterative Development Workflows for Building AI Applications (by Vincent Sunn Chen - Founding Engineer, Leading ML Engineering &amp; Priyal Aggarwal - Machine Learning Engineer, Snorkel AI)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914191588-MN8R7LYER9AMSYB8SQAD/Snorkel2.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Iterative Development Workflows for Building AI Applications (by Vincent Sunn Chen - Founding Engineer, Leading ML Engineering &amp; Priyal Aggarwal - Machine Learning Engineer, Snorkel AI)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Iterative Development Workflows for Building AI Applications (by Vincent Sunn Chen - Founding Engineer, Leading ML Engineering &amp; Priyal Aggarwal - Machine Learning Engineer, Snorkel AI)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629914254053-KA64FXSFZ08ONW19HSUT/Snorkel4.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>Iterative Development Workflows for Building AI Applications (by Vincent Sunn Chen - Founding Engineer, Leading ML Engineering &amp; Priyal Aggarwal - Machine Learning Engineer, Snorkel AI)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629915360612-H4VZ7431ZCY1IKV72DBX/Chengyin1.png</image:loc>
      <image:title>Writes - What I Learned From Attending MLOps World 2021 - Make it stand out</image:title>
      <image:caption>How Not to Let Your Data and Model Drift Away Silently (by Chengyin Eng - Data Science Consultant, Databricks)</image:caption>
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    <image:image>
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      <image:caption>How Not to Let Your Data and Model Drift Away Silently (by Chengyin Eng - Data Science Consultant, Databricks)</image:caption>
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    <lastmod>2021-08-24</lastmod>
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      <image:title>Writes - Datacast Episode 69: DataPrepOps, Active Learning, and Team Management with Jennifer Prendki - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 69: DataPrepOps, Active Learning, and Team Management with Jennifer Prendki - Make it stand out</image:title>
      <image:caption>Source: https://www6.slac.stanford.edu/about/slac-overview</image:caption>
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      <image:title>Writes - Datacast Episode 69: DataPrepOps, Active Learning, and Team Management with Jennifer Prendki - Make it stand out</image:title>
      <image:caption>Source: https://jameskle.com/writes/twiml2021</image:caption>
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      <image:title>Writes - Datacast Episode 69: DataPrepOps, Active Learning, and Team Management with Jennifer Prendki - Make it stand out</image:title>
      <image:caption>Source: https://alectio.com/product/</image:caption>
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      <image:title>Writes - Datacast Episode 69: DataPrepOps, Active Learning, and Team Management with Jennifer Prendki - Make it stand out</image:title>
      <image:caption>Source: https://alectio.com/about-us/</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/beginner-guide-to-data</loc>
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    <lastmod>2021-08-10</lastmod>
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      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1628180352576-LQBQCN32JFFPFO2PWFZQ/Pandas-vs-Spark.png</image:loc>
      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
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      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1628181247571-1WPH89ZJHNWVNO3NEDSX/Fugue9.png</image:loc>
      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1628181291598-MNDK2N4Q4DMD1AB1WUT9/Fugue10.png</image:loc>
      <image:title>Writes - Fugue - Reducing Spark Developer Friction - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <loc>https://jameskle.com/writes/sarah-catanzaro</loc>
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    <lastmod>2021-08-24</lastmod>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1626210389037-CYAQYCE7487NARZ29A5M/Stanford-CISC.png</image:loc>
      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
      <image:caption>Source: https://cisac.fsi.stanford.edu/</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
      <image:caption>Source: https://c4ads.org/</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
      <image:caption>Source: https://www.palantir.com/products/</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
      <image:caption>Source: https://mattermark.com/the-human-algorithm-automating-startup-data-collection-at-mattermark/</image:caption>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 68: Threat Intelligence, Venture Stamina, and Data Investing with Sarah Catanzaro - Make it stand out</image:title>
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      <image:title>Writes - Datacast Episode 67: Model Observability, AI Ethics, and ML Infrastructure Ecosystem with Aparna Dhinakaran - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
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      <image:title>Writes - Datacast Episode 67: Model Observability, AI Ethics, and ML Infrastructure Ecosystem with Aparna Dhinakaran - Make it stand out</image:title>
      <image:caption>Source: https://best.berkeley.edu/best-research/smart-people-products-buildings-on-the-smart-grid/</image:caption>
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      <image:title>Writes - Datacast Episode 67: Model Observability, AI Ethics, and ML Infrastructure Ecosystem with Aparna Dhinakaran - Make it stand out</image:title>
      <image:caption>Source: https://eng.uber.com/michelangelo-machine-learning-platform/</image:caption>
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      <image:caption>Source: https://www.producthunt.com/posts/monitor-ml</image:caption>
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      <image:title>Writes - Datacast Episode 67: Model Observability, AI Ethics, and ML Infrastructure Ecosystem with Aparna Dhinakaran - Make it stand out</image:title>
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      <image:caption>Source: https://arize.com/</image:caption>
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      <image:title>Writes - What I Learned From Attending REWORK MLOps and ML Fairness Summits - Make it stand out</image:title>
      <image:caption>Hyun Kim - Advanced Machine Learning Methods for Automating Image Labeling (REWORK MLOps Summit 2021)</image:caption>
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      <image:title>Writes - What I Learned From Attending REWORK MLOps and ML Fairness Summits - Make it stand out</image:title>
      <image:caption>Ramya Srinivasan — Biases in Generative Art — A Causal Look from the Lens of Art History (REWORK ML Fairness Summit 2021)</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://www.rudn.ru/</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://yandexdataschool.com/education</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://yandex.com/company/</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://cloud.yandex.com/en/</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: http://mechanica.ai/blog/ai-at-industrial-scale-how-industrial-data-science-is-different</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://www.coursera.org/lecture/big-data-essentials/meet-emeli-BxFP6</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://evidentlyai.com/</image:caption>
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      <image:title>Writes - Datacast Episode 66: Monitoring Models in Production with Emeli Dral - Make it stand out</image:title>
      <image:caption>Source: https://github.com/evidentlyai/evidently</image:caption>
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    <lastmod>2021-05-31</lastmod>
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      <image:title>Writes - Datacast Episode 65: Chaos Theory, High-Frequency Trading, and Experimentations at Scale with David Sweet - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1622401810667-6NUK8KNYGM29OH6VR3ZQ/Duke-1992-NCAA.jpg</image:loc>
      <image:title>Writes - Datacast Episode 65: Chaos Theory, High-Frequency Trading, and Experimentations at Scale with David Sweet - Make it stand out</image:title>
      <image:caption>Source: https://goduke.com/news/2017/4/6/211548919.aspx</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 65: Chaos Theory, High-Frequency Trading, and Experimentations at Scale with David Sweet - Make it stand out</image:title>
      <image:caption>Source: http://andamooka.org/~dsweet/SpheresMoMath/index.html</image:caption>
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      <image:title>Writes - Datacast Episode 65: Chaos Theory, High-Frequency Trading, and Experimentations at Scale with David Sweet - Make it stand out</image:title>
      <image:caption>Source: https://www.amazon.com/exec/obidos/tg/detail/-/0672318911/103-4932738-5851025?v=glance</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 65: Chaos Theory, High-Frequency Trading, and Experimentations at Scale with David Sweet - Make it stand out</image:title>
      <image:caption>Source: https://paparisa.unpatti.ac.id/linux_journal_archive_1994_2007/LJ/082/4481.html</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Willem Pienaar — Productionizing ML with Modern Feature Stores &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619827827871-LM08X9UO15IVKPKJ6M27/Redis.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Taimur Rashid — Redis as an Online Feature Store &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Hendrik Brackmann — Feature Stores at Tide &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619827965265-D6PVGDXBX6JTJUZ93W19/Brackmann3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Hendrik Brackmann — Feature Stores at Tide &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828041370-JLGX9UK0R08WRRE2EBJQ/Khan.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Aman Khan — Feature Stores at Spotify: Building and Scaling a Centralized Platform &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828165417-3JG0LOQM2LOJCD2RPP3Z/McKinney1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Wes McKinney — The Next Generation of Data Analytics Systems &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828205995-XD2GTO10QLOQECRSHUBQ/McKinney2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Wes McKinney — The Next Generation of Data Analytics Systems &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828276928-T4G93DGL01W0F6GXS0RM/Kadous2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Waleed Kadous — Third Generation Production ML Architectures &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828391203-BJ531JJG9N3A7R8OWOBR/Kadous1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Waleed Kadous — Third Generation Production ML Architectures &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828476703-610HODP1UDNIPM38YULK/Kadous3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Waleed Kadous — Third Generation Production ML Architectures &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828572283-B8TFOA19PLLGA5HHE8FD/Huyen.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Chip Huyen — Machine Learning Is Going Real Time &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828699624-RSDO6QHNBZ030XNA1D33/DoorDash1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Hien Luu and Arbaz Khan — Scaling Online ML Predictions to Meet DoorDash Logistics Engine and Marketplace Growth &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828758182-J4H1NO94YA821DQJIG4L/DoorDash2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Hien Luu and Arbaz Khan — Scaling Online ML Predictions to Meet DoorDash Logistics Engine and Marketplace Growth &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619828861389-NZ19LOOOGQY61BF06K0H/Netflix1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ravi Chirravuri and Jan Forjanczyk — Supercharging Data Scientists’ Productivity at Netflix &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ravi Chirravuri and Jan Forjanczyk — Supercharging Data Scientists’ Productivity at Netflix &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Aakash Sabharwal and Sheila Hu — Towards a Unified Real-Time ML Data Pipeline &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Aakash Sabharwal and Sheila Hu — Towards a Unified Real-Time ML Data Pipeline &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Aakash Sabharwal and Sheila Hu — Towards a Unified Real-Time ML Data Pipeline &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Aakash Sabharwal and Sheila Hu — Towards a Unified Real-Time ML Data Pipeline &lt;Tecton apply() 2021&gt;</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619829326111-LL08GU0YEGHXQHGLP4Y6/Intuit1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ian Sebanja and Simarpal Khaira — Real-time Personalization of QuickBooks using Clickstream Data &lt;Tecton apply() 2021&gt;</image:caption>
    </image:image>
    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ian Sebanja and Simarpal Khaira — Real-time Personalization of QuickBooks using Clickstream Data &lt;Tecton apply() 2021&gt;</image:caption>
    </image:image>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619829438326-7MX9V766EBBH6H0X8RVE/Intuit3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ian Sebanja and Simarpal Khaira — Real-time Personalization of QuickBooks using Clickstream Data &lt;Tecton apply() 2021&gt;</image:caption>
    </image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>David Liu — Evolution and Unification of Pinterest ML Platform &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ettie Eyre and Nadine Sarraf — Scaling an ML Social Feed with Feature Pipelines &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Ettie Eyre and Nadine Sarraf — Scaling an ML Social Feed with Feature Pipelines &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Barr Moses — Data Observability: The Next Frontier of Data Engineering &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Krishna Gade — Centralized Model Performance Management via Explainable AI &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619829873742-3VU24F7P9MECQ3GEPNUH/Noteable2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Michelle Ufford and Matthew Seale — Best Practices for Productionalizing Data &amp; ML Projects &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Michelle Ufford and Matthew Seale — Best Practices for Productionalizing Data &amp; ML Projects &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Alex Ratner — Programmatic Supervision for Software 2.0 &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Alex Ratner — Programmatic Supervision for Software 2.0 &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Stefan Krawczyk — Hamilton: a Micro Framework for Creating Dataframes &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Stefan Krawczyk — Hamilton: a Micro Framework for Creating Dataframes &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619830213244-NG44E4GTDWUR1D4F3DVI/Shilon1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Orr Shilon — A Point in Time: Mutable Data in Online Inference &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619830258537-MTLS0YOCN4LOHAOIJ7J1/Shilon2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Orr Shilon — A Point in Time: Mutable Data in Online Inference &lt;Tecton apply() 2021&gt;</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619830311567-TEKB749LMUWZYB2G547C/Kedro.png</image:loc>
      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Nayur Khan — Reusability in Machine Learning with Kedro &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Carl Steinbach — Exploiting the Data Code-Duality with Dali &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
      <image:caption>Paul Phillips and Julian Berman — Building a Best-in-Class Customer Experience Platform &lt;Tecton apply() 2021&gt;</image:caption>
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      <image:title>Writes - What I Learned From Attending Tecton's apply() Conference</image:title>
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    <loc>https://jameskle.com/writes/gordon-wong</loc>
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      <image:title>Writes - Datacast Episode 62: Leading Organizations Through Analytics Transformations with Gordon Wong</image:title>
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      <image:title>Writes - Datacast Episode 62: Leading Organizations Through Analytics Transformations with Gordon Wong</image:title>
      <image:caption>Source: https://www.smartertravel.com/</image:caption>
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      <image:title>Writes - Datacast Episode 62: Leading Organizations Through Analytics Transformations with Gordon Wong</image:title>
      <image:caption>Source: https://www.fitbit.com/global/uk/products/smartwatches/versa</image:caption>
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      <image:title>Writes - Datacast Episode 62: Leading Organizations Through Analytics Transformations with Gordon Wong</image:title>
      <image:caption>Source: https://blog.getdbt.com/data-testing-why-you-need-it-and-how-to-get-started/</image:caption>
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      <image:title>Writes - Datacast Episode 62: Leading Organizations Through Analytics Transformations with Gordon Wong</image:title>
      <image:caption>Source: https://www.snowflake.com/blog/beyond-modern-data-architecture/</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/louis-kirsch</loc>
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    <lastmod>2021-06-09</lastmod>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>HPI Sign (Source: https://learning.geant.org/learning-with-hasso-plattner-institute/)</image:caption>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>Gatsby Computational Neuroscience Unit (Source: https://www.ucl.ac.uk/gatsby/)</image:caption>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>The modular layer consists of a pool of modules and a controller that chooses the modules to execute based on the input (Source: http://louiskirsch.com/modular-networks)</image:caption>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>While the LSTM (or its most successful version) has been published in 1997 it took several years and success in the form of applicability for real-world challenges to be widely recognized and used in other research (Source: http://louiskirsch.com/ml-research-with-impact)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>Jürgen Schmidhuber (Source: https://didierruef.photoshelter.com/image/I0000BlIuxksgGQE)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>A Map of Reinforcement Learning (Source: http://louiskirsch.com/maps/reinforcement-learning)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618598339362-2T9KN0HN51N1JDKJYHRB/MetaGenRL.png</image:loc>
      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>Schematic of MetaGenRL (Source: http://louiskirsch.com/metagenrl)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618598393763-2KLQ9VCDOEB9EOTJ79TG/VSML.png</image:loc>
      <image:title>Writes - Datacast Episode 61: Meta Reinforcement Learning with Louis Kirsch</image:title>
      <image:caption>Different perspectives on the VS-ML RNN (Source: https://arxiv.org/pdf/2012.14905.pdf)</image:caption>
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    <loc>https://jameskle.com/writes/scale-transform-2021</loc>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Andrew Ng - “From Big Data To Good Data” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Andrew Ng - “From Big Data To Good Data” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Andrew Ng - “From Big Data To Good Data” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Francois Chollet — “The Next 5 Years of TensorFlow and Keras” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Francois Chollet — “The Next 5 Years of TensorFlow and Keras” at Scale Transform 2021</image:caption>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Francois Chollet — “The Next 5 Years of TensorFlow and Keras” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Francois Chollet — “The Next 5 Years of TensorFlow and Keras” at Scale Transform 2021</image:caption>
    </image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Francois Chollet — “The Next 5 Years of TensorFlow and Keras” at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618436847065-78D3YE30FJZ1R4EFB972/Chollet6.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Francois Chollet — “The Next 5 Years of TensorFlow and Keras” at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618436899626-O96WGO8Z8FQNO4GKJ520/Chu-Cheng.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Chu-Cheng Hsieh — “A Framework to Assess your AI/ML Maturity” at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618436937431-UE0LHVJ3U1G1KPT755MI/Srinivas1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Srinivas Narayanan — “AI at Facebook Scale” at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618436984571-4NDZQK8QFWQ8KD9G65OX/Srinivas2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Srinivas Narayanan — “AI at Facebook Scale” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Srinivas Narayanan — “AI at Facebook Scale” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Srinivas Narayanan — “AI at Facebook Scale” at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Srinivas Narayanan — “AI at Facebook Scale” at Scale Transform 2021</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618437113374-SGG4IWRLHR1BMD7NB2Z9/Srinivas6.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Srinivas Narayanan — “AI at Facebook Scale” at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618437144620-WNKC0K10NZBJKAS6RV2S/Fang1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Andy Fang — “Applied ML at DoorDash” at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618437174296-4R6KSJTOO7WG5QP4L1YB/Fang2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Andy Fang — “Applied ML at DoorDash” at Scale Transform 2021</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618437220046-NTGV2EP4TADMN2A0AZHZ/Chintala1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Soumith Chintala — The Future of ML Frameworks at Scale Transform 2021</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618437270181-AL0KT64UGHOVI4LSVI5T/Chintala2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Soumith Chintala — The Future of ML Frameworks at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Soumith Chintala — The Future of ML Frameworks at Scale Transform 2021</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Waymo Open Dataset (Source: https://waymo.com/open/)</image:caption>
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    <image:image>
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      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Microsoft’s Office of Responsible AI (Source: https://www.microsoft.com/en-us/ai/our-approach?activetab=pivot1:primaryr5)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618437671891-1IDZBE06UZC3FTX3OI5Q/fastAI1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Scale Transform 2021</image:title>
      <image:caption>Jeremy Howard and Rachel Thomas — “The Future of FastAI” at Scale Transform 2021</image:caption>
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    <loc>https://jameskle.com/writes/dzejla-medjedovic</loc>
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    <lastmod>2021-05-29</lastmod>
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      <image:title>Writes - Datacast Episode 60: Algorithms and Data Structures For Massive Datasets with Dzejla Medjedovic</image:title>
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      <image:title>Writes - Datacast Episode 60: Algorithms and Data Structures For Massive Datasets with Dzejla Medjedovic</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1617591042746-4CRM10PH7QB9ZBT3O6DS/StonyBrook-CS.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 60: Algorithms and Data Structures For Massive Datasets with Dzejla Medjedovic</image:title>
      <image:caption>Department of Computer Science at Stony Brook University (Source: https://www.cs.stonybrook.edu/research/affiliations)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 60: Algorithms and Data Structures For Massive Datasets with Dzejla Medjedovic</image:title>
      <image:caption>Source: http://sypc2018.ieee.ba/</image:caption>
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      <image:title>Writes - Datacast Episode 60: Algorithms and Data Structures For Massive Datasets with Dzejla Medjedovic</image:title>
      <image:caption>Microsoft’s System Center 2012 App Controller (Source: https://www.youtube.com/watch?v=1v-iCWCLVnI)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 60: Algorithms and Data Structures For Massive Datasets with Dzejla Medjedovic</image:title>
      <image:caption>Source: https://www.manning.com/books/algorithms-and-data-structures-for-massive-datasets</image:caption>
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    <loc>https://jameskle.com/writes/dataops-unleashed2021</loc>
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    <lastmod>2021-05-23</lastmod>
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      <image:caption>Nick Acosta - Dataops Automation and Orchestration With Fivetran, Dbt, and the Modern Data Stack (DataOps Unleashed 2021)</image:caption>
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      <image:caption>Shirshanka Das - Driving DataOps Culture with LinkedIn DataHub (DataOps Unleashed 2021)</image:caption>
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      <image:title>Writes - What I Learned From Attending DataOps Unleashed 2021</image:title>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
      <image:caption>Stellensbosch University (Source: http://www.sun.ac.za/english)</image:caption>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
      <image:caption>Gojek Drivers (Source: https://fortune.com/change-the-world/go-jek/)</image:caption>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
      <image:caption>Typical ML Lifecycle (Source: https://www.gojek.io/blog/an-introduction-to-gojeks-machine-learning-platform)</image:caption>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
      <image:caption>Feast Architecture (Source: https://www.gojek.io/blog/feast-bridging-ml-models-and-data)</image:caption>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
      <image:caption>The Future of Feast (Source: https://feast.dev/blog/a-state-of-feast/)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
      <image:caption>Capabilities of Feast and Tecton (Source: https://www.tecton.ai/blog/feast-announcement/)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 59: Bridging The Gap Between Data and Models with Willem Pienaar</image:title>
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      <image:title>Writes - Datacast Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling</image:title>
      <image:caption>Trinity-College Dublin’s School of Computer Science and Statistics (Source: https://www.scss.tcd.ie/)</image:caption>
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      <image:title>Writes - Datacast Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling</image:title>
      <image:caption>RISE — The Swedish Research Institute (Source: https://www.swissinso.com/rise)</image:caption>
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    <image:image>
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      <image:title>Writes - Datacast Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling</image:title>
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      <image:title>Writes - Datacast Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling</image:title>
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    <image:image>
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      <image:caption>Hopsworks makes the most popular data-parallel processing platforms easy to use via a UI and REST API (Source: https://www.logicalclocks.com/blog/introducing-hopsworks)</image:caption>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1616181132636-MGFGO5C2ZVW7N329FLAU/1*Zlt6gbH63dulqZNZ6RspEw.png</image:loc>
      <image:title>Writes - Datacast Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1616181194964-E80L6KT1ZKLEMKD59YBL/1*ixHQETTUybyUDi5Jl_pMzA.jpg</image:loc>
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      <image:caption>The Feature Store enables ML workflows to be decomposed into two workflows: (1) a “DataOps” workflow for engineering features and validating incoming data that caches the features in the Feature Store, and (2) an “MLOps” workflow for training models using features from the Feature Store, analyzing and validating those models, deploying them into online model serving infrastructure, and monitoring model performance in production (Source: https://www.logicalclocks.com/blog/mlops-with-a-feature-store)</image:caption>
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      <image:caption>The Data Warehouse is an input to the Feature Store (Source: https://www.logicalclocks.com/blog/feature-store-vs-data-warehouse)</image:caption>
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      <image:title>Writes - Datacast Episode 58: Deep Learning Meets Distributed Systems with Jim Dowling</image:title>
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      <image:title>Writes - Datacast Episode 57: Building Data Science Projects with Pier Paolo-Ippolito</image:title>
      <image:caption>Source: http://3.22.240.181:8501/</image:caption>
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      <image:title>Writes - What I Learned From Attending RE•WORK Deep Learning 2.0 Summit 2021</image:title>
      <image:caption>Source: https://www.re-work.co/summits/deep-learning-virtual-summit-2021</image:caption>
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      <image:title>Writes - Datacast Episode 56: Apprehending Quantum Computation with Alba Cervera-Lierta</image:title>
      <image:caption>Source: https://albacl.github.io/post/quantum_symphony/</image:caption>
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      <image:title>Writes - Datacast Episode 56: Apprehending Quantum Computation with Alba Cervera-Lierta</image:title>
      <image:caption>Source: https://arxiv.org/pdf/1907.02085v2.pdf</image:caption>
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      <image:title>Writes - Datacast Episode 56: Apprehending Quantum Computation with Alba Cervera-Lierta</image:title>
      <image:caption>Source: https://arxiv.org/pdf/2009.13545.pdf</image:caption>
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      <image:title>Writes - Datacast Episode 56: Apprehending Quantum Computation with Alba Cervera-Lierta</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1609464975022-CENS5SVRZDA23291BRQL/image-asset.png</image:loc>
      <image:title>Writes - 2020 Annual Review: The Year of Resilience</image:title>
      <image:caption>The forecasting reading group I’m involved with</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1609465054667-D6CLOV8W9ESA1ICD4ZRW/Essentialism.jpg</image:loc>
      <image:title>Writes - 2020 Annual Review: The Year of Resilience</image:title>
      <image:caption>Greg McKeown’s “Essentialism”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1609465099004-9FJEEC0X4YMLRBTUD6F3/image-asset.png</image:loc>
      <image:title>Writes - 2020 Annual Review: The Year of Resilience</image:title>
      <image:caption>My typical Google Calendar</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1609465206455-LZTDASEZSOKMBMCXI14C/image-asset.png</image:loc>
      <image:title>Writes - 2020 Annual Review: The Year of Resilience</image:title>
      <image:caption>80,000 Hours Career Guide (https://80000hours.org/career-planning/article/)</image:caption>
    </image:image>
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    <loc>https://jameskle.com/writes/barr-moses</loc>
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      <image:title>Writes - Datacast Episode 50: Reducing Data Downtime with Barr Moses</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608928338169-HN02OA7EA0AG7KPM4JB3/Monte-Carlo-Logo.png</image:loc>
      <image:title>Writes - Datacast Episode 50: Reducing Data Downtime with Barr Moses</image:title>
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  <url>
    <loc>https://jameskle.com/writes/tmls2020</loc>
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    <priority>0.5</priority>
    <lastmod>2021-03-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680424361-CEMHRRY21Y4PBZSEUXTJ/Nadia1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Nadia Fawaz — “Inclusive Search and Recommendations” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680487341-NE6QS369LCJFOMVA812I/Nadia2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Nadia Fawaz — “Inclusive Search and Recommendations” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680573403-R91OSK6PE5JR9O7PNMRN/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Ashish Bansal — “Key Design Patterns For Building Recommendation Systems At Scale” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680623936-6OK69K3OXSZX2DKMUC41/Ashish2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Ashish Bansal — “Key Design Patterns For Building Recommendation Systems At Scale” (TMLS 2020)</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680703597-TCXIR321Y6YDH2VKGK8C/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Patrick Cullen and Ling Jiang — “Raising The Quality of Online Conversations” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680814597-Y8BSJ79XCXUN37S40PM9/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Patrick Cullen and Ling Jiang — “Raising The Quality of Online Conversations” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680868293-B7SE8QDPF34AOOAQO7IN/WashPost3.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Patrick Cullen and Ling Jiang — “Raising The Quality of Online Conversations” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680923338-OKX72N91P6FU18AM0Y2P/WashPost4.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Patrick Cullen and Ling Jiang — “Raising The Quality of Online Conversations” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608680996319-JIMWRJRIMW0FCAF18CMB/Sedef.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Sedef Kocak — “Harnessing The Power of NLP at The Vector Institute” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681047250-BVRRT4TI1MPEKWEBNH9Z/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Winston Li — “A Machine Learning-Based Privacy-Preserving Framework For Generating Synthetic Data From Aggregated Sources” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681119094-EZTD2CM448N7KL978B98/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Jaya Kawale — “Understanding Content Using Deep Learning For NLP” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681236460-OAXGK3CRTN4217QSQAT2/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Azin Asgarian — “Overcoming The Cold Start Problem — How To Make New Tasks Tractable” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681303082-9KR98NYR2O6VN94P98U3/Azin2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Azin Asgarian — “Overcoming The Cold Start Problem — How To Make New Tasks Tractable” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681399610-F31A4YR413XYHMI4930Z/Rudin1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Cynthia Rudin — “Stop Explaining Black-Box Models for High-Stakes Decisions and Use Interpretable Models Instead” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681462669-BRACU56553ZAXQ83UWKO/Rudin2.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Cynthia Rudin — “Stop Explaining Black-Box Models for High-Stakes Decisions and Use Interpretable Models Instead” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681591959-8ZQ5SI6L1FGRTO2KZGNU/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Chip Huyen — “Machine Learning Production Myths” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681680694-PGU72XP1A5JXPQZAGPPS/Benedikt.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Benedikt Koller — “A Tale of Thousand Pipelines” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681748372-M1D1B2ZZM8FSTT26XZXY/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Emeli Dral — “How Your ML Model Will Fail” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681848145-8B4ZZ88SEMPEZW2VQOAW/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Alba Cervera-Lierta — “The Quest for The Final Quantum Computer” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681825075-IZOBOR42JUA2LL85WPIJ/Alba1.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Alba Cervera-Lierta — “The Quest for The Final Quantum Computer” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681897280-M89AV7RSJSZ2LROW63ZJ/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Alba Cervera-Lierta — “The Quest for The Final Quantum Computer” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681957218-VC3IQPA727L6SXRIL1BH/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Nathan Killoran — “Software For Quantum Machine Learning” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608681991502-XKOVCG1UJYNI0K0TSV7I/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Nathan Killoran — “Software For Quantum Machine Learning” (TMLS 2020)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608682113787-9N1HQ0ISSUYVQ0YKRVKK/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending Toronto Machine Learning Summit 2020</image:title>
      <image:caption>Alejandro Perdomo Ortiz — “Quantum-Assisted Machine Learning with Near-Term Quantum Device” (TMLS 2020)</image:caption>
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  <url>
    <loc>https://jameskle.com/writes/carl-gold</loc>
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    <priority>0.5</priority>
    <lastmod>2021-05-29</lastmod>
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      <image:title>Writes - Datacast Episode 49: Computational Neuroscience, Quantitative Finance, and Churn Prediction with Carl Gold</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1607980411017-VY8SBUE70DYK3ZLY81V8/zuora.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 49: Computational Neuroscience, Quantitative Finance, and Churn Prediction with Carl Gold</image:title>
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  </url>
  <url>
    <loc>https://jameskle.com/writes/jessie-smith</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-20</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1606491219802-H26TXN0V12EFEH78DVH9/Jessie-Headshot.png</image:loc>
      <image:title>Writes - Datacast Episode 48: AI Ethics, Open Data, and Recommendations Fairness with Jessie Smith</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1606491328835-DHZN1K0DC0GU2RGV741S/radical-AI.jpg</image:loc>
      <image:title>Writes - Datacast Episode 48: AI Ethics, Open Data, and Recommendations Fairness with Jessie Smith</image:title>
      <image:caption>Radical AI Podcast</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/luis-serrano</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1604959056418-U2E4QAFKYC78KXVD1MK0/Luis+Serrano+headshot.jpg</image:loc>
      <image:title>Writes - Datacast Episode 47: Math and Machine Learning In Pedestrian Terms with Luis Serrano</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1604959188819-9QGY67F9WEKQUHSXBMNS/zapata-computing.png</image:loc>
      <image:title>Writes - Datacast Episode 47: Math and Machine Learning In Pedestrian Terms with Luis Serrano</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/frank-kane</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-10-29</lastmod>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1604011927607-ZN09U0HWDWGTN7N830QL/KaneHeadClean.jpg</image:loc>
      <image:title>Writes - Datacast Episode 46: From Building Recommendation Systems To Teaching Online Courses with Frank Kane</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1604010688459-JUU2GIJI4IAHIOZQWCEY/Sundog-Education.png</image:loc>
      <image:title>Writes - Datacast Episode 46: From Building Recommendation Systems To Teaching Online Courses with Frank Kane</image:title>
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  </url>
  <url>
    <loc>https://jameskle.com/writes/amita-kapoor</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-10-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1603312930098-W6U1CM7THNJZGA30XQ65/Amita-Kapoor.jpg</image:loc>
      <image:title>Writes - Datacast Episode 45: Teaching Artificial Intelligence with Amita Kapoor</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1603313026835-IP5JIEYU7WB8Q1LQJET7/image-asset.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 45: Teaching Artificial Intelligence with Amita Kapoor</image:title>
      <image:caption>Dehli University (http://du.ac.in/du/index.php?page=about-du-2)</image:caption>
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  </url>
  <url>
    <loc>https://jameskle.com/writes/shreya-shankar</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1602535590176-RKM9RNN9PAXPLC5C3NEM/image-asset.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 44: Computer Systems, ML Security Research, and Women in Tech with Shreya Shankar</image:title>
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  </url>
  <url>
    <loc>https://jameskle.com/writes/spark-ai-2020</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915590351-IFDYHDZGUB9QH21HX9UA/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 1 — Netflix’s Data Quality Architecture (An Approach to Data Quality for Netflix Personalization Systems)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915648021-NDT0DDBBF33KKQMS1WZW/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 2 — Fake Accounts Clustering at LinkedIn (Preventing Abuse Using Unsupervised Learning)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915667231-Z78EJB220P9RSPWV67GI/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 3 — Real Accounts Clustering at LinkedIn (Preventing Abuse Using Unsupervised Learning)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915744011-JYDXR6TXRHDMNIUSH7KA/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 4 — Atlassian’s Self-Serve Estimation Model Pipeline (Building Understanding Out of Incomplete and Biased Datasets Using ML and Databricks)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915790992-JS1L4GQDGB05X24IDXW7/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 5 — Components of Walmart Labs’ Identity Graph (Building Identity Graphs over Heterogeneous Data)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915870303-CYRTH01ZLKTCPY7MDCDV/CondeNast-Spire.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 6 — Spire Workflow Stages (Scaling Production ML Pipelines with Databricks)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601915969104-OS0F5G8HPFXL3I4UR0OM/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 7 — RL-Bakery Pipeline (Productionizing Deep Reinforcement Learning with Spark and MLflow)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916010896-4J5ZKWATFR7IGHTG9RM6/Reonomy-Structural-Components.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 8 — Structural Components of a Knowledge Graph (Using ML Algorithms to Construct All The Components of a Knowledge Graph)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916073345-Y5B73RDIUDAM6X0RKKCN/Zalando-DataLake.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 9 — Zalando’s Data Lake (Data Mesh In Practice)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916122683-9TS00R1X9S1QI1W6KJNE/Zalando-Data-Mesh.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 10 — Zalando’s Data Mesh (Data Mesh In Practice)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916178283-ZNMTHCI78WFOW8UPPCYF/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 11 — Shapley Value Equation (Shparkley: Scaling Shapley with Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916277222-BQSHFTO31YEMI6EFOFTM/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 12 — Formulation for the Follow Recommendations problem (Scoring At Scale: Generating Follow Recommendations for Over 690 Million LinkedIn Members)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916311699-XTD187BQBOISJERPFKUE/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 13 — Scoring Architecture for the Follow Recommendations application (Scoring At Scale: Generating Follow Recommendations for Over 690 Million LinkedIn Members)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916349575-ANYUOIP5G1MUEJRIXSP3/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 14 — Model Monitoring Service (How Intuit Uses Apache Spark to Monitor In-Production ML Models at Large-Scale)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916415930-TTAC7GMJ4KNTBE0NKTX4/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 15 — Zillow Offers Original Architecture (Designing The Next Generation of Data Pipelines at Zillow with Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916461017-MXNHNT506C993YBGYQY7/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 16 — Zillow Offers Current Architecture (Designing The Next Generation of Data Pipelines at Zillow with Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916518923-I3H1KMKT2IOENL24JT73/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 17 — Typical Data Movement (Data Science Across Data Sources with Apache Arrow)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916552777-5OWUXU2Y5IIPSAWJ59YY/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 18 — Starburst Platform (Powering Interactive BI Analytics with Presto and Delta Lake)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916591632-WIW1GCWK8OMSA1AQCQBU/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 19 — Spark Job in Sputnik (Sputnik: Airbnb’s Apache Spark Framework for Data Engineering)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916769586-OH07RU7GZCA1LWI2ZON9/Fugure-Core-Architecture.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 20 — Fugue Architecture (Fugue: Unifying Spark and Non-Spark Ecosystems for Big Data Analytics)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916834195-18OC0U7J78ZF9MIEWAM5/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 21 — Tecton Platform (Accelerating the ML Lifecycle with an Enterprise-Grade Feature Store)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916878109-4VEZ3KKUJ36AKWUUQ28F/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 22 — Feature Ingestion in Hopsworks (Building a Feature Store around Dataframes and Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916945933-VNM7E15BGSVMRT44D446/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 23 — Three Feature Store Approaches to Automation (The Killer Feature Store)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601916982065-N18HPX30SU4WOGBECT9G/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 24 — Zipline Training Architecture (Zipline — A Declarative Feature Engineering Framework)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917018634-WKL7H0PWVLYRKO8O9BDA/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 25 — Zipline Inference Architecture (Zipline — A Declarative Feature Engineering Framework)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917093941-MD4EKDQ6E5PX1RCYYIKP/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 26 — Feast Pipeline (Scaling Data and ML with Apache Spark and Feast)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917181513-O1IGGME2FTTW1YFXIPG8/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 27 — An Automated ML Pipeline (Productionizing ML with a Microservices Architecture)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917235028-YCATI5ZYJ814I1HKP6ZK/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 28 — Determined AI Architectural Diagram (Deep Learning at Scale with Apache Spark and Determined)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917296612-BJR5XTKA7YX5L4PBAE82/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 29 — The evolution of model architectures (Scaling Up Deep Learning By Scaling Down)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917384891-Q9HW4GXMNIA1RZGQ4JAE/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 30 — Visualization Dashboard for InterpretML and Fairlearn (The Importance of Model Fairness and Interpretability in AI Systems)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917430856-95842TPKIMSROQI4NE1K/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 31 — How Cerebro works (Resource-Efficient Deep Learning Model Selection on Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917499603-QHWLPGX9LOFAYGOCDWSG/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 32 — Allreduce step in Horovod (End-To-End Deep Learning with Horovod on Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917540757-IUL3O02FWQF14I8X1FMO/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 33 — Deep Learning in Spark using Horovod and Petastorm (End-To-End Deep Learning with Horovod on Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917574322-WLQ4WU8X5CCKIUFXPNS9/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 34 — Deep Learning in Spark 3.0 (End-To-End Deep Learning with Horovod on Apache Spark)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917649365-0K5OVGE5PSV0JJLN4D7F/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 35 — Uber’s Data Stack (Zeus: Uber’s Highly Scalable and Distributed Shuffle-as-a-Service)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917685405-F875EFLEL5JFS0OAYIRU/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 36 — Uber’s Machine Learning Stack (Zeus: Uber’s Highly Scalable and Distributed Shuffle-as-a-Service)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917729713-PFFLCI1FD865XM899PKH/Uber-Remote-Spark-Shuffle.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 37 — Zeus Architecture (Zeus: Uber’s Highly Scalable and Distributed Shuffle-as-a-Service)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601917778648-8XXHFNUXXWI43J9WC33L/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #SparkAISummit 2020</image:title>
      <image:caption>Figure 38 — Overview of Willump (Willump: Optimizing Feature Computation in ML Inference)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/francesca-lazzeri</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-09-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601408297278-VRIB71IMPR4U2DT2Q0NC/francesca_lazzeri.jpg</image:loc>
      <image:title>Writes - Datacast Episode 43: From Economics and Operations Management to Data Science with Francesca Lazzeri</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601408396302-HUA3DEBEFW1JLLWRI91R/Responsible-AI-Microsoft.png</image:loc>
      <image:title>Writes - Datacast Episode 43: From Economics and Operations Management to Data Science with Francesca Lazzeri</image:title>
      <image:caption>Microsoft’s Responsible AI Principles (https://www.microsoft.com/en-us/ai/responsible-ai)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/unsupervised-meta-learning-is-all-you-need</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-09-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622428330-E4GR7MS5CPFFZJP7JUJ1/CACTUs.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The CACTUs method, as proposed in “Unsupervised Learning via Meta-Learning.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622466578-V76SH03TK2E9KD7Q1NY1/CACTUs-E1.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 1</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622515376-42T3HP2JDK76TGSBP9RS/UMTRA.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The UMTRA method, as proposed in “Unsupervised Meta-Learning for Few-Shot Image Classification.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622553373-82LX9SZD0JCS3DI13Q95/Unsupervised-MetaRL.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The learning procedure, as shown in “Unsupervised Meta-Reinforcement Learning.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622597909-3Q92160SU7UC26LMBMMR/Unsupervised-MetaRL-E1.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 2</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622666319-G9Y90X5108885RZDRI9Q/Unsupervised-MetaRL-Pseudocode.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The Pseudocode in “Unsupervised Meta-Reinforcement Learning”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622777085-9MMK0YFOYKSKTGB9RA5W/AAL.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The proposed method in “Assume, Augment and Learn: Unsupervised Few-Shot Meta-Learning via Random Labels and Data Augmentation.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622864133-PWAU1TYET5RVA37JT4XZ/UnsupervisedUpdate.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The approach described in “Meta-Learning Update Rules for Unsupervised Representation Learning.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622906042-BYIS2ZRNFT9ICR31V2K8/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Example of the semi-supervised few-shot learning setup as described in “Meta-Learning for Semi-Supervised Few-Shot Classification.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622941782-6ZAHHSRHOSS1EQPT79R0/Semi-Supervised-E1.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 3</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622958450-0TBM9EYZZWF84DFM2UCL/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 4</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600622981235-UKQHJZK3QEIO1UZ1OH40/Semi-Supervised-E3.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 5</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623007294-1VFNW2CBQM4UUK96LHT0/Semi-Supervised-Prototypical-Nets.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The prototypical networks before and after refinement, as displayed in “Meta-Learning for Semi-Supervised Few-Shot Classification.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623205824-VBQPRW5M2OAIRD2NJAJ9/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 6</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623219903-AKJVDGJ39GDA6YB1J405/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 7</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623244812-URTF7Q7IT6R23OHHPHDC/Semi-Supervised-E6-1.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 9</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623271252-ER3T3RRPQAXPYXDI7P4K/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 9</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623290841-CNLD212QSGEO47FMEXEY/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 10</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623323837-FFWO86TDSYQHN3FGZJVU/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>LSTM Architecture of Meta-Clustering as proposed in “Meta-Learning to Cluster.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623349757-QIK6UX3JH2P6Z7BNSVHZ/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 11</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623375525-9YEDDEPK060C7QSTYDCB/Meta-Clustering-Train.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The Meta-Clustering training algorithm in “Meta-Learning to Cluster.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623392711-M0A95OXNQ9WTT3CY26HS/Meta-Clustering-Test.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The Meta-Clustering inference algorithm in “Meta-Learning to Cluster.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623427055-8IKD9KGBQTZSQBO1IASE/SCA.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The Self-Critique and Adapt architecture presented in “Learning to Learn via Self-Critique.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600623450247-548MMR5AHBGLCIV0VF8J/image-asset.png</image:loc>
      <image:title>Writes - Unsupervised Meta-Learning Is All You Need</image:title>
      <image:caption>The Self-Critique and Adapt algorithm presented in “Learning to Learn via Self-Critique.”</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/patricia-thaine</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-09-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1599845811239-Y4DI6MHIHGXJRL1QBRJP/image-asset.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 42: Privacy-Preserving NLP with Patricia Thaine</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1599845872410-83I1RD6PYZBW64REZYLD/GALATEA-PrivateAI.jpg</image:loc>
      <image:title>Writes - Datacast Episode 42: Privacy-Preserving NLP with Patricia Thaine</image:title>
      <image:caption>Video: https://www.youtube.com/watch?v=bsW7sFWpBUg</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/eugene-yan</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-09-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1599166100918-X850E1N14U3CFZUB5JYX/eugeneyan_200px.png</image:loc>
      <image:title>Writes - Datacast Episode 41: Effective Data Science with Eugene Yan</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1599166184759-YL3J5JBQ7WHLGH533OEE/image-asset.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 41: Effective Data Science with Eugene Yan</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/matthew-mcateer</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598145132105-J7T1G6V56SGPQ73Q4WKI/image-asset.png</image:loc>
      <image:title>Writes - Datacast Episode 40: Biological Aging, Probabilistic Programming, and Private Machine Learning with Matthew McAteer</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598145239741-S7CHOU361T4L1N7PBH34/image-asset.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 40: Biological Aging, Probabilistic Programming, and Private Machine Learning with Matthew McAteer</image:title>
      <image:caption>FOR.ai</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/bayesian-meta-learning-is-all-you-need</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598024944731-ZH7R26QM04T761ZPXY49/Active-MetaLearn.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 1: A summary of the modules in the model shown in “Learning Algorithms for Active Learning.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025155011-JPCWMIEOZ3K4UU2SX6A8/One-Shot-Nonparametric-Bayesian.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 2: Learning a similarity metric for the novel “wildebeest” class based on one example, as illustrated in “One-shot Learning with a Hierarchical Nonparametric Bayesian Model.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025187495-A83J2CFOJKE80EA3F7XQ/HBPL.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 3: An illustration of the HBPL model generating two character types, where the dotted line separates the type-level from the token-level variables (in “One-shot Learning by Inverting A Compositional Causal Process”)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025231325-B44KC9FUE1L8U2ZIRFZA/Deep-Latent-Gaussian-Models.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 4: Graphical Model for Deep Latent Gaussian Models, as shown in “Stochastic Back-propagation and Approximate Inference in Deep Generative Models.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025288100-J4PXQDK3JVXBYQDTU2OF/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 5: How weights are assigned in classical back-propagation (left) and Bayes by Backprop (right) — as shown in “Weight Uncertainty in Neural Networks.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025321984-MTZ81C52F9K30IAUWWA0/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 6: Graphical model shown in “Auto-Encoding Variational Bayes.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025365977-H9QUG48CMLOQS5PICB5P/LaTeX1.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 1</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025389453-MBU5LO1GKKL4JOYTFPC1/LaTeX2.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 2</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025423433-485UM73K97UM7T05K67S/LaTeX3.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 3</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025489507-OPOJ2L38W1WWA09V0RYV/LaTeX4.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 4</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025543269-RI30HFLGX4VOQPP1RHTM/LaTeX5.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 5</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025562405-AA4CSXAP4KTBV2R1QB2N/LaTeX6.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 6</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025650390-H4H9V0JMN5HIR08DBYVE/LaTeX7.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 7</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025678326-7HVEYB81MNGAIJWB1TKN/LaTeX8.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 8</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025715584-9JHKXS7UFYQ5OL23V4US/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 7: Computational flow of VERSA for few-shot classifications with the context-independent approximation — as presented in “Meta-Learning Probabilistic Inference for Prediction.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025809914-LV9SCZ4UIP01AVSLRWTC/Hierarchical-Bayes-MAML.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 8: The probabilistic graphical model for which MAML provides an inference procedure as described in “Recasting Gradient-Based Meta-Learning as Hierarchical Bayes.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025835424-7QU9YWZCLEEIPT5YS5HH/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 9</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025877916-81HBNUZULC6H82595G8U/LaTeX10.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 10</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025892546-TBGC1QYZLE8IDH5UFID7/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 11</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025948318-WIV7LZAWUTG0LCWQYZUY/LaTeX12.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 12</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598025999688-93ANJNCS7FG0TWDQSZ5E/LaTeX13.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 13</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026112034-Y5UFFBDA7XMO836RDSQ0/LaTeX14.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 14</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026147491-O15QALSKWP2Q0TJUCSYT/BayesianMAML.jpeg</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 9: Fast careful adaptation with Bayesian MAML by Element AI</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026190084-IVKB8RCPR6EICBID96RR/LaTeX15.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 15</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026236708-U9R8SED7BQ6RCIK8S8TF/LaTeX16.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 16</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026304457-NXZQFS010JUOMYKGGF7D/LaTeX17.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 17</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026320620-CQPMCP86998K7DLWNXOU/LaTeX18.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 18</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026354866-345M3ECJ6LC4JG93B7I6/LaTeX19.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 19</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026372457-K88TK4D42PMUZ031YUXM/LaTeX20.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 20</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026411016-6I33BOENTHB755SAQ13C/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 10: Graphical Models corresponding to Probabilistic Model-Agnostic Meta-Learning</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026432466-674580EMRAY7AXCGTU0U/image-asset.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 21</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598026474972-TTDXSFSQBVZIBXUHH48Y/LaTeX22.png</image:loc>
      <image:title>Writes - Bayesian Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 22</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/rec-sys-part-7</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-19</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597790345005-US091VLVI9H9WTCWYL56/The-Deep-Learning-Revolution.jpg</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>The Deep Learning Revolution (https://mitpress.mit.edu/books/deep-learning-revolution)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597790402680-GZE9L3JLB3TGT15U1ELT/RBM-Architecture.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Manish Nayak — An Intuitive Introduction of RBM (https://medium.com/datadriveninvestor/an-intuitive-introduction-of-restricted-boltzmann-machine-rbm-14f4382a0dbb)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597790485257-K4TEGZ91QKGDHEGFNEEB/DBN-Architecture.gif</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Himanshu Singh — Deep Belief Networks: An Introduction (https://medium.com/analytics-army/deep-belief-networks-an-introduction-1d52bb867a25)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864265611-S9PWYGPPCGDNMEWV70YF/Restricted_Boltzmann_Machine_for_Collaborative_Filtering.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>The RBM architecture proposed in “Restricted Boltzmann Machines for Collaborative Filtering.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864316119-N06CYQXCLF86LSKY2CUG/LaTeX1.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 1</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864335913-V0GJ7FR23TN9BI0MQCOH/LaTeX2.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 2</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864412862-0F3VNQ01Z43CNGR6L4MJ/LaTeX3.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 3</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864562610-J3HNFZXZG8MCPUOOPD8T/image-asset.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>An example of a user-based neighbor style explanation for a recommended item, as proposed in “Explainable RBM for CF.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864605586-8EEHEMXD3FA4DWP2YVFA/image-asset.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 4</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864699032-30KW08HECCA2J6ULSF96/NADE.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Illustration of a NADE model, as shown in “Neural Autoregressive Distribution Estimation.”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597864858163-D03GNYYUO2A5YRHPVC2H/LaTeX4.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 5</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597865027818-UG371PWDOVHJL6IW8IAJ/LaTeX6.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 6</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597865057892-F5D6V4BM6BGHH00PPH15/LaTeX7.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 7</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597865085872-3ZT2PCMABI77282SCGPX/image-asset.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 8</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597865118207-AR578QKK3FFNJUNEVJM0/LaTeX9.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
      <image:caption>Equation 9</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597865272005-OL4T2VK58D4GE1JXUC3X/results.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 7: The 3 Variants of Boltzmann Machines for Collaborative Filtering</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/the-information-news-school</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-12</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597184816216-2E357Q1M4X2BM1SZIKNN/FastCompany.png</image:loc>
      <image:title>Writes - 7 Journalism Lessons That I Learned From The Information's News School</image:title>
      <image:caption>Source: https://www.fastcompany.com/90389166/innovation-by-design-2019-winners</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597184874961-AIG9GVD735F9GPYE3HGK/global-citizen.jpg</image:loc>
      <image:title>Writes - 7 Journalism Lessons That I Learned From The Information's News School</image:title>
      <image:caption>Source: https://www.globalcitizen.org/en/content/one-world-together-at-home-how-to-tune-in/</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597184913869-T0KUSD85YE3J0WFURQPU/quartz-app.png</image:loc>
      <image:title>Writes - 7 Journalism Lessons That I Learned From The Information's News School</image:title>
      <image:caption>Source: https://techcrunch.com/2016/02/11/quartzy-news-app/</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/carl-osipov</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-08-10</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1597092398621-PCOQ25SE3DJ0C4L2ROFT/Carl-Headshot.png</image:loc>
      <image:title>Writes - Datacast Episode 39: Serverless Machine Learning In Action with Carl Osipov</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596828165717-SJD7CD8435U6TOXU14D7/serverless-machine-learning-in-action-2-638.jpg</image:loc>
      <image:title>Writes - Datacast Episode 39: Serverless Machine Learning In Action with Carl Osipov</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/brian-oneill</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-27</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1595876666259-VDVR5CM2XE484WUFSU82/DFA.jpeg</image:loc>
      <image:title>Writes - Datacase Episode 38: Designing For Analytics with Brian O'Neill</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/luigi-patruno</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-20</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1595262689080-9Q6C6ESN01GE9IEUMXWA/2U.png</image:loc>
      <image:title>Writes - Datacast Episode 37: Machine Learning In Production with Luigi Patruno</image:title>
      <image:caption>2U (http://2u.com/)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1595262756321-MI7T0TH60APJ3PB2W23W/Luigi-Teachable-Page.png</image:loc>
      <image:title>Writes - Datacast Episode 37: Machine Learning In Production with Luigi Patruno</image:title>
      <image:caption>Build, Deploy, and Monitor Machine Learning Models with Amazon SageMaker</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/alexey-grigorev</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-07-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593800263905-1QQRVN4ZKB0L6IXS1MSO/image-asset.png</image:loc>
      <image:title>Writes - Datacast Episode 36: Machine Learning Bookcamp with Alexey Grigorev</image:title>
      <image:caption>OLX Group (http://www.olx.com/)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/mlops2020</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-25</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593638952723-4XMMV1UVM0DJBMSDWE81/AI-Impact-Risk.jpg</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Jan Zawadzki — The Beauty of Holy Grail AI Projects (https://www.experfy.com/blog/the-beauty-of-holy-grail-ai-projects-and-how-to-find-them/)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593639041787-JTHSO8W79RWVH2GBYDM4/Thomson-Reuters.jpeg</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Thomson Reuters Labs (https://innovation.thomsonreuters.com/en/labs.html)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1594649995754-IYLAR9F001F6MIV31Y86/Recommendation-Service.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Lina Weichbrodt - An Example Recommendation Service</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593639637017-DRDQRYXAY9QGNQVS7853/MLWatcher.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Anodot - Introducing MLWatcher (https://www.anodot.com/blog/mlwatcher/)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593639675970-HLBB2MTLP77TMI073IJV/Privacy-ML-Decision-Trees.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Patricia Thaine — Which Privacy-Preserving Methods Should I Use? (https://medium.com/privacy-preserving-natural-language-processing/which-privacy-preserving-method-should-i-use-b9f0dc41cc46)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593639837618-BP5CZ53HXQWI6NQHMSEQ/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Mist — AI for IT (https://www.mist.com/artificial-intelligence-for-it/)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593639897435-YZOO09TMR6CQUDJHFZN6/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Microsoft Customer Success (https://customers.microsoft.com/en-us/story/768972-translink-travel-and-transportation-azure)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593639984655-3YKZ7JY4BRYY6BXBG2OS/image-asset.jpeg</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Petuum — AI For All (https://builders.intel.com/ai/membership/petuum)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593640049308-PV5ZC4Q8MWL92W6XK7HC/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Great Expectations (https://greatexpectations.io/)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593640121193-IHGIQ9W60QY091C0039P/image-asset.png</image:loc>
      <image:title>Writes - What I Learned From Attending #MLOPS2020 Production and Engineering World</image:title>
      <image:caption>Data Version Control (https://github.com/iterative/dvc)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/rec-sys-part-6</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356223442-O45UWC77ZDR717ICPKGC/autoencoder.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Autoencoder Architecture</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356251177-BYWFSYRWOJ8IC2SUS1FH/LaTeX1.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 1</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356299130-RZVFRHOWFNJB1AVOSVD6/LaTeX2.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 2</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356327318-6MU0EVWU8TH7LRENP0KW/LaTeX3.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 3</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356344480-9A661EB1HGA5BN9U6M8Z/LaTeX4.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 4</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356375173-6I3ZOKQ6YB2QM4JFQZGU/LaTeX5.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 5</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356404940-9ZLT8SCHMB3WZFNY7N8V/VAE.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Variational Autoencoder Architecture</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356469593-NCO3WDA52TRFP8E3JFBW/image-asset.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Suvesh Sedhain et al. — AutoRec: Autoencoders Meet Collaborative Filtering (https://dl.acm.org/doi/10.1145/2740908.2742726)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356498546-5QBRM73Z2T8T747NXRGB/LaTeX6.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 6</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356532908-M47YFBSX84EWTOGLRO5Q/LaTeX7.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 7</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356681930-3CNVVR421YLGEONYXEXD/Deep-AutoEncoder.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Oleisii Kuchaiev and Boris Ginsburg — Training Deep Autoencoders for Collaborative Filtering (https://arxiv.org/abs/1708.01715)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356731020-KPJLBO42OJ9NWJRKFHB0/LaTeX10.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 8</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356811657-VCRR8IXO82ILO0Z5R4IC/CDAE.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Yao Wu et al. — Collaborative Denoising Autoencoders For Top-N Recommender Systems (https://dl.acm.org/doi/10.1145/2835776.2835837)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356842268-V1S1HSYY7JORBZCBNPSB/LaTeX8.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 9</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356873313-J0HZKPWGLPA9ADFYGKPB/LaTeX9.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 10</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356937459-UMXGIRK0L4LW1S56L6S9/LaTeX11.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 11</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593356966083-BS3FS0RIPMW53NHYP817/LaTeX12.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 12</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357000878-QI61H50PN5QG7FWUPJJA/LaTeX13.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 13</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357039712-KODRXR5CVCUM3P1Q7XQV/LaTeX14.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 14</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357058547-KGZHIFRRUR7J8K8ZPYA8/variational-gradient.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Variational Gradient (https://matsen.fredhutch.org/general/2019/08/24/vbpi.html)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357109927-EL7SCIQ3D7B1C7PP5LMZ/LaTeX15.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 15</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357131647-TB8FTUZ728EPNPAORWGA/LaTeX16.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 16</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357172466-INHYJIECBF2PFDWROFC4/LaTeX17.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 17</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357220222-IWUH8JG6GMEOFS64MXVS/image-asset.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Dawen Liang et al. — Variational Autoencoders for Collaborative Filtering (https://arxiv.org/abs/1802.05814)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357281503-WZCL8M2Q87MWK17O2ZQ9/SVAE.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Noveen Sachdeva et al. — Sequential Variational Autoencoders for Collaborative Filtering (https://arxiv.org/abs/1811.09975)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357307309-YOIIW5XLHINUYJ3ZJBUU/LaTeX18.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 18</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357361659-H0XBIFDUSL9BL1S6QPD1/LaTeX19.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 19</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357386683-VUPH6UI3VBKQYPZCGQ7D/LaTeX20.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 20</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357413097-MHSAXY5B1W6ZV2NOIZ75/LaTeX21.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 21</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357428364-UTAPX5FN6P6WAWDVE1LR/LaTeX22.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 22</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357451431-ROP9WT2S5SGZDF9FQUXV/LaTeX23.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 23</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357514964-17HOZBLZISM38NQX5LAB/ESAE.jpg</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Harald Steck — Embarrassingly Shallow Autoencoders for Sparse Data (https://arxiv.org/abs/1905.03375)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357556190-BVYEW37HEG1XOHQHPHM7/LaTeX24.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 24</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357596660-E1N9ADDN5KH6RSUEDCFY/LaTeX25.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Equation 25</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1593357668648-25DLH84863MTDPS7ZMC3/Model-Eval.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 6: The 6 Variants of Autoencoders for Collaborative Filtering</image:title>
      <image:caption>Model Evaluation</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/ankit-jain</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1592750752403-PTG5YVE5H3QCIBCF4QJG/Food-Discovery-With-Uber-Eats.png</image:loc>
      <image:title>Writes - Datacast Episode 35: Data Science For Food Discovery with Ankit Jain</image:title>
      <image:caption>“Food Discovery with Uber Eats: Using Graph Learning to Power Recommendations” — Uber Engineering Blog</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/ari-morcos</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-15</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1592235491272-G5HDFHHJAQRSG2Z2MK44/FAIR.png</image:loc>
      <image:title>Writes - Datacast Episode 34: Deep Learning Generalization, Representation, and Abstraction with Ari Morcos</image:title>
      <image:caption>Facebook AI Research (https://research.fb.com/)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/josh-tobin</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-03</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1591216901341-6VZV1YU0R0814L1Z7F5Q/OpenAI.jpeg</image:loc>
      <image:title>Writes - Datacast Episode 33: Domain Randomization in Robotics with Josh Tobin</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/meta-learning-is-all-you-need</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-05-30</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847334463-MLSAW4XOVJD48OZSVY29/Domain-Adaptive-ML.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 1: The Domain-Adaptive Meta-Learning system described in Yu et al.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847414502-1COCAE7ECHDHHVXER1M4/Eq1.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 1</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847467448-BEGQ1R7TNP5YK4XJIEI2/Eq2.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 2</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847508222-OWIDX7CM3R265HQBX91L/Eq3.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 3</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847566482-6DD9JUSC9IQ0YWFY9SC8/Meta-Learning-Setup.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 2: The Meta-Learning setup described in "Optimization as a Model for Few-Shot Learning"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847614806-NZE2V6BAB7TN2957PVZO/Eq4.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 4</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847706544-JUBDPODX9ZHL03U5Y4ZN/Eq5.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 5</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847728306-9FCN3D2HKVXFQ5FGRHML/Eq6.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 6</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847799718-G3VAOFXMYH1YRCP9CACM/Eq7.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 7</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847818142-PK7409VY0YTYX6GA59IP/Eq8.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 8</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847847008-OZB5LN9TUATSGDVVAZKO/Eq9.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 9</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847907570-GGU8RCK5LON0E1MDBCRL/Eq10.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 10</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590847928274-GF1GGTHU77SYEJPSPAKK/Eq11.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 11</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848000036-4V8NN2KXSOAWQHQY9EMJ/Eq12.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 12</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848019484-39C82UAD3UYA85ZCEUUU/Eq13.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 13</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848037628-6FQKYS1BAD6G4ZK9HING/Eq14.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 14</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848085479-7WGDPPXDTS5SOS4JI1I7/Eq15.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 15</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848165615-RS5O6DO3WKHDMC24A3YF/Meta-Learning-Memory-Augmented-Net.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 3 - The memory-augmented neural network as described in “One-Shot Learning with Memory Augmented Neural Networks"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848246617-9POZALXWONZF0O98S9TK/SNAIL.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 4: The simple neural attentive meta-learner as described in “A Simple Neural Attentive Meta-Learner”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848309891-49TODOMO9CZ0DUCV59UI/Eq16.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 16</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848328316-5Z6OR93PMGONWOWAWFNR/Eq17.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 17</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848387044-Z7IAKT7Z3MW7IY7ZN7QR/Eq18.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 18</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848421716-XEKSBK98WPLGIO0IWD6P/Eq19.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 19</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848511411-MYSBZJODEYJVEZV0207L/Probabilistic-MAML.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 5: The probabilistic graphical model for which MAML provides an inference procedure as described in “Recasting Gradient-Based Meta-Learning as Hierarchical Bayes"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848662445-SWPQMJSVY375TV32SD9C/Eq20.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 20</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848687013-T055QTUJY9EM6XIH3O8A/Eq21.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 21</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848727936-JA9KYGPL3Z695947N8FO/Eq22.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 22</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848757539-OX1TRCJU48BSTGRA4KI7/Meta-Learning-Bayesian-Regression.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 6: The ALPaCA algorithm which uses Bayesian linear regression as described in “Meta-Learning Priors for Efficient Online Bayesian Regression”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848813673-60937884R1SMQN70TANN/MetaOptNet.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 7: The MetaOptNet approach as described in “Meta-Learning with Differentiable Convex Optimization”</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590848883625-72XF3AUJPF9IRP2P5EKU/DeepMetaLearning.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 8: The Deep Meta Learning as described in “Deep Meta-Learning: Learning to Learn in the Concept Space"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849008367-VY6TV8SKL7KVATNUFYMQ/Siamese-Net-One-Shot-Image-Recognition.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 9: The Siamese Network strategy devised in “Siamese Neural Network for One-Shot Image Recognition"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849054119-XQMCFL658B2B9L8MXAUY/Eq23.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 23</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849097901-1ZQIGMKU7JBWT9BI9ZM4/Matching-Net.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 10: The Matching Networks architecture described in “Matching Networks for One-Shot Learning"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849171336-UE879E2J9JEOU4IZCC9N/Eq24.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 24</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849292212-MXBN5X6GE397WW4IHV0C/Prototypical-Net.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 11: Prototypical Networks as described in “Prototypical Networks for Few-Shot Learning"</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849317511-DLWMIUNQCZT3OP288BK6/Eq25.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Equation 25</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590849364986-HSYAR8Z8M0EX77SJJT7U/RelationNet.png</image:loc>
      <image:title>Writes - Meta-Learning Is All You Need</image:title>
      <image:caption>Figure 12: Relation Networks as described in “Learning to Compare: Relation Network for Few-Shot Learning"</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/sara-hooker</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2021-03-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1590168391990-4S5S7JM4FFS9LWUN8QAP/googleAI.png</image:loc>
      <image:title>Writes - Datacast Episode 32: Economics, Data For Good, and AI Research with Sara Hooker</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/writes/rec-sys-part-5</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2020-06-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1587736783966-8OH2IV2TTCRUEL63EWJL/spotify-CF.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 5: The 5 Variants of Multi-Layer Perceptron for Collaborative Filtering</image:title>
      <image:caption>Kiran Shivlingkar — How Spotify Discovery Algorithm Works (https://blog.prototypr.io/how-spotify-discovery-algorithm-works-fae8f63466ab)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1587736885060-XS5EHJ1I6YTCS4G6YP6G/wide-and-deep.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 5: The 5 Variants of Multi-Layer Perceptron for Collaborative Filtering</image:title>
      <image:caption>Google Inc. — Wide &amp; Deep Learning for Recommender Systems (https://arxiv.org/pdf/1606.07792.pdf)</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1587736906985-69FNIRP4IZZURRSHPYAY/wd1.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 5: The 5 Variants of Multi-Layer Perceptron for Collaborative Filtering</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1587736952978-JZY8CJ8M2DD3OD4TP8NN/wd2.png</image:loc>
      <image:title>Writes - Recommendation System Series Part 5: The 5 Variants of Multi-Layer Perceptron for Collaborative Filtering</image:title>
    </image:image>
    <image:image>
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      <image:title>Writes - Recommendation System Series Part 5: The 5 Variants of Multi-Layer Perceptron for Collaborative Filtering</image:title>
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      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1660057694286-9DSA9K9S6D1KCCCKTGQ0/Merav.png</image:loc>
      <image:title>Guests - Merav Yuravlivker</image:title>
      <image:caption>Datacast’s 96th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1656711122331-ZE7V6TG9XZC0CPO86E9H/Douwe-Maan.jpeg</image:loc>
      <image:title>Guests - Douwe Maan</image:title>
      <image:caption>Datacast’s 95th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1655737882557-MNIFIO3OMZHVZ91DNRPV/Mars-Lan.jpg</image:loc>
      <image:title>Guests - Mars Lan</image:title>
      <image:caption>Datacast’s 94th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1655566008390-0WM7GAM4YPQMAJ9ZFA8A/Ville-Tuulos.jpeg</image:loc>
      <image:title>Guests - Ville Tuulos</image:title>
      <image:caption>Datacast’s 93rd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1655565996331-91W6T3Y7YK5N48E9HA4G/Kaminsky+Headshot.jpg</image:loc>
      <image:title>Guests - Michael Kaminsky</image:title>
      <image:caption>Datacast’s 92nd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1652454824461-0S2WT22Y5N3LGJGKFSQ8/Caitlyn-Colgrove-Headshot.jpg</image:loc>
      <image:title>Guests - Caitlin Colgrove</image:title>
      <image:caption>Datacast’s 91st Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1651782669753-6HSV61RZ9UYE81FO75F6/Kashish-Gupta.png</image:loc>
      <image:title>Guests - Kashish Gupta</image:title>
      <image:caption>Datacast’s 90th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1650041184765-46K8J9JCVD8S9SD6432Z/WhyLabs-AleyssaVisnjic-2.jpeg</image:loc>
      <image:title>Guests - Alessya Visnhic</image:title>
      <image:caption>Datacast’s 89th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1650041196148-KOCAHYUPSRS6XQ5HWA29/Evan-Cummack-Headshot-Fin.png</image:loc>
      <image:title>Guests - Evan Cummack</image:title>
      <image:caption>Datacast’s 88th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1648930724772-UQBXYV1ZYF6CCHG4G1NZ/Nick-Handel.jpg</image:loc>
      <image:title>Guests - Nick Handel</image:title>
      <image:caption>Datacast’s 87th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1648930654082-LJLCX378EXWD2YICXUX5/Jeremiah-Lowin.PNG</image:loc>
      <image:title>Guests - Jeremiah Lowin</image:title>
      <image:caption>Datacast’s 86th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1647118946524-V6AOI6LGCI5KKHQK9QFR/Shinji-Headshot.png</image:loc>
      <image:title>Guests - Shinji Kim</image:title>
      <image:caption>Datacast’s 85th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1647118883848-4G13C2VJ8ZRDLBJQ00PV/taimur-rashid.jpg</image:loc>
      <image:title>Guests - Taimur Rashid</image:title>
      <image:caption>Datacast’s 84th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1644724178956-RUDLTM4YORLHUKTLDJ4J/Leigh-Marie-Braswell.jpeg</image:loc>
      <image:title>Guests - Leigh-Marie Braswell</image:title>
      <image:caption>Datacast’s 83rd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1644724243331-HEB0CVOX25B2ATO2D0RJ/Chen-Ping-Yu-Headshot.png</image:loc>
      <image:title>Guests - Chen-Ping-Yu</image:title>
      <image:caption>Datacast’s 82nd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1642785945267-VF5VKU0VW07G4IX8PRWN/Aarti_Bagul.jpg</image:loc>
      <image:title>Guests - Aarti Bagul</image:title>
      <image:caption>Datacast’s 81st Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1642785934720-0OS5T4RZ440972STSJ3Q/Alberto-Rizzoli.jpg</image:loc>
      <image:title>Guests - Alberto Rizzoli</image:title>
      <image:caption>Datacast’s 80th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1642037116680-AELJ4O7UBXNTG06QRAZP/Jessica-Cherny.jpeg</image:loc>
      <image:title>Guests - Jessica Cherny</image:title>
      <image:caption>Datacast’s 79th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1641261717084-TFLTB5T00XDSW1XT6ND1/Julia-Schottenstein-Headshot.jpeg</image:loc>
      <image:title>Guests - Julia Schottenstein</image:title>
      <image:caption>Datacast’s 78th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1641261708140-XYFEWN01R47PNLBG1S2X/Einat-Orr.jpeg</image:loc>
      <image:title>Guests - Einat Orr</image:title>
      <image:caption>Datacast’s 77th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1638858728223-6PLRAN2O5L40BGOQ854J/Atlan_Founder_PrukalpaSankar.jpg</image:loc>
      <image:title>Guests - Prukalpa Sankar</image:title>
      <image:caption>Datacast’s 76th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1635970602819-K14T6UET5K1N841AT0MG/Michel-Headshot.jpg</image:loc>
      <image:title>Guests - Michel Tricot</image:title>
      <image:caption>Datacast’s 75th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1635970533870-305NR6Q7WXEIZ1223W6G/image-asset.jpeg</image:loc>
      <image:title>Guests - Cindi Howson</image:title>
      <image:caption>Datacast’s 74th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1632948059471-3HVGIH9I57DJLH9UBI14/Taivo-Pungas.jpeg</image:loc>
      <image:title>Guests - Taivo Pungas</image:title>
      <image:caption>Datacast’s 73rd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631983845942-RDLZJSYPMNLEOZEWT3AM/Gleb-Headshot.jpeg</image:loc>
      <image:title>Guests - Gleb Mezhanskiy</image:title>
      <image:caption>Datacast’s 72nd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1631223485917-8A73XBF2G076GYLKIC39/Saishruthi-Swaminathan.JPG</image:loc>
      <image:title>Guests - Saishruthi Swaminathan </image:title>
      <image:caption>Datacast’s 71st Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1630355208777-RVLHLK3DZGZNUSHFRJ1V/Mohamed-Elgendy.png</image:loc>
      <image:title>Guests - Mohamed Elgendy</image:title>
      <image:caption>Datacast’s 70th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1629218585220-8FBV7Q50LS1KI2YCVB8D/Headshot-JenniferPrendki_500x500.jpg</image:loc>
      <image:title>Guests - Jennifer Prendki</image:title>
      <image:caption>Datacast’s 69th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1626289895411-W9K9MGAYIQYLR0SDJ521/Sarah-Catanzaro-Headshot.JPG</image:loc>
      <image:title>Guests - Sarah Catanzaro</image:title>
      <image:caption>Datacast’s 68th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1624899050300-MX9LOC870K06EZ0PPHIS/image-asset.png</image:loc>
      <image:title>Guests - Aparna Dhinakaran</image:title>
      <image:caption>67th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1623284295408-4KXIY7OKKQB2W468BQ7Y/emeli_portrait_for_interview.jpg</image:loc>
      <image:title>Guests - Emeli Dral</image:title>
      <image:caption>66th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1622509197459-LS701LGYHGPLXCY713LB/image-asset.jpeg</image:loc>
      <image:title>Guests - David Sweet</image:title>
      <image:caption>65th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1621453774092-M1WOJPLYDLJQUQ4C63HD/image-asset.jpeg</image:loc>
      <image:title>Guests - Fabiana Clemente</image:title>
      <image:caption>64th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1621453675729-KNFOM7C82JVK5PHZQ3IX/image-asset.png</image:loc>
      <image:title>Guests - Azin Asgarian</image:title>
      <image:caption>63rd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1619903554346-HVDZJFQIQZQTPS8D4UOK/GW_Headshot.jpg</image:loc>
      <image:title>Guests - Gordon Wong</image:title>
      <image:caption>62nd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618853097970-ZZF2BQ2L8HAY2ISJQLD3/louis-portrait.jpg</image:loc>
      <image:title>Guests - Louis Kirsch</image:title>
      <image:caption>61st Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1618594951018-5BPITUP3AXA20WO9I2P9/Dzejla.jpg</image:loc>
      <image:title>Guests - Dzejla Medjedovic</image:title>
      <image:caption>60th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1616905904880-IQ1JIX9TOMZSMOAFFUUN/Willem-Portrait.jpg</image:loc>
      <image:title>Guests - Willem Pienaar</image:title>
      <image:caption>59th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1616268488105-KJE4RSFXIN90JAZCOCFJ/image-asset.jpeg</image:loc>
      <image:title>Guests - Jim Dowling</image:title>
      <image:caption>58th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1615084872805-LEQ2LB5EI7BNJMOT5521/Pier-Paolo.jpg</image:loc>
      <image:title>Guests - Pier Paolo-Ippolito</image:title>
      <image:caption>57th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1613965520574-DCB0E29TIKSEU5IFCH52/Alba-Photo.jpg</image:loc>
      <image:title>Guests - Alba Cervera-Lierta</image:title>
      <image:caption>56th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1613087836803-ZOY8XG8QAWA9VML4YYJ2/jy-color.jpg</image:loc>
      <image:title>Guests - Jean-Yves Stephan</image:title>
      <image:caption>55th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1613087848910-Y75AHC26HOKANRPTWG11/Chris-Mattmann.jpg</image:loc>
      <image:title>Guests - Chris Mattmann</image:title>
      <image:caption>54th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1611682094522-H9W9F8PSFLFLU5GWKHZM/Marcello_1.jpeg</image:loc>
      <image:title>Guests - Marcello La Rocca</image:title>
      <image:caption>53rd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1610995992654-E8MV6BL9M0KP5YGJKEVM/Dave-Headshot-Cropped-Small.png</image:loc>
      <image:title>Guests - Dave Bechberger</image:title>
      <image:caption>52nd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1610389844113-3008IZ856OGPFWCPI0VT/Jason-Corso.png</image:loc>
      <image:title>Guests - Jason Corso</image:title>
      <image:caption>51st Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1608931044342-FWATDGSW5YFM4SPRQ4OI/Barr-Headshot.jpg</image:loc>
      <image:title>Guests - Barr Moses</image:title>
      <image:caption>50th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1607980572230-6YYHAJ0ZES1SU7QEDGFR/CarlGoldHeadshot.jpg</image:loc>
      <image:title>Guests - Carl Gold</image:title>
      <image:caption>49th Guest</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1606518092535-QMJCRM8K8XPS2HGL0P87/Jessie-Headshot.png</image:loc>
      <image:title>Guests - Jessie Smith</image:title>
      <image:caption>Datacast’s 48th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1606518036136-3LMI3LI556XAXGUESW4X/Luis+Serrano+headshot.jpg</image:loc>
      <image:title>Guests - Luis Serrano</image:title>
      <image:caption>Datacast’s 47th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1604769192488-P64FT80PM3IPLZ2DMJQA/KaneHeadClean.jpg</image:loc>
      <image:title>Guests - Frank Kane</image:title>
      <image:caption>46th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1604769158423-1HH4ZKL84K7ICF7UCFC1/Amita-Kapoor.jpg</image:loc>
      <image:title>Guests - Amita Kapoor</image:title>
      <image:caption>45th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1602539417753-LCEIJGJ8JCKXUOWO8UI1/Shreya.JPG</image:loc>
      <image:title>Guests - Shreya Shankar</image:title>
      <image:caption>44th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1601753195501-AHRVS20AT8BC6A97F9R4/francesca_lazzeri.jpg</image:loc>
      <image:title>Guests - Francesca Lazzeri</image:title>
      <image:caption>43rd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1600129702224-697FJQKUMJ2XC534JN65/Patricia-Thaine.jpg</image:loc>
      <image:title>Guests - Patricia Thaine</image:title>
      <image:caption>42nd Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1599168310325-CT61Z0NS29EV7N95J2P9/eugeneyan_200px.png</image:loc>
      <image:title>Guests - Eugene Yan</image:title>
      <image:caption>41st Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1598147643328-GQ72J9ESHC2YTYK7MQ6X/Matthew-McAteer.png</image:loc>
      <image:title>Guests - Matthew McAteer</image:title>
      <image:caption>40th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596828320185-OBIQB1WJAR2WRH8CB9J2/image-asset.png</image:loc>
      <image:title>Guests - Carl Osipov</image:title>
      <image:caption>39th Episode</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596158629363-I51PD0LBWZDD4D54BWQQ/Brian-Headshot.jpeg</image:loc>
      <image:title>Guests - Brian O'Neill</image:title>
      <image:caption>38th Episode with Brian O’Neill</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596159752619-QZP67ZIXYUIEJKYLGH5G/Luigi-Headshot.jpg</image:loc>
      <image:title>Guests - Luigi Patruno</image:title>
      <image:caption>37th Episode with Luigi Patruno</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596159603583-TQBOEHNUT5UYW8M3A06G/Alexey.jpeg</image:loc>
      <image:title>Guests - Alexey Grigorev</image:title>
      <image:caption>36th Episode with Alexey Grigorev</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596159637557-HFNGUVQLQFZ57FGQX7I0/Ankit-Jain.JPG</image:loc>
      <image:title>Guests - Ankit Jain</image:title>
      <image:caption>35th Episode with Ankit Jain</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596159804871-2LW4QF7HJN9CFYUMLQ5M/Ari_Morcos_FAIR_headshot.jpg</image:loc>
      <image:title>Guests - Ari Morcos</image:title>
      <image:caption>34th Episode with Ari Morcos</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596159877835-GF0VP9B6TWKB593EZTZA/JoshTobin_openai_headshot_cropped.jpeg</image:loc>
      <image:title>Guests - Josh Tobin</image:title>
      <image:caption>33rd Episode with Josh Tobin</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596159920406-OHDJHN71BTQHGPA3JDSZ/sara_hooker.png</image:loc>
      <image:title>Guests - Sara Hooker</image:title>
      <image:caption>32nd Episode with Sara Hooker</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596160905580-5HK7WXSOHTYQJC4A1SKM/Colleen-Farrelly.jpg</image:loc>
      <image:title>Guests - Colleen Farrelly</image:title>
      <image:caption>31st Episode with Colleen Farrelly</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596160951312-05KY1AUY3AS3JM8096IO/Parul.jpeg</image:loc>
      <image:title>Guests - Parul Pandey</image:title>
      <image:caption>30th Episode with Parul Pandey</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596160991381-OT5Y7C5DWI84QD8SD9O3/Leonard-Apeltsin.jpeg</image:loc>
      <image:title>Guests - Leonard Apeltsin</image:title>
      <image:caption>29th Episode with Leonard Apeltsin</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161090485-R0SF2VV7J1BA8DAJCZLT/Vincent-Tatan.jpg</image:loc>
      <image:title>Guests - Vincent Tatan</image:title>
      <image:caption>28th Episode with Vincent Tatan</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161129404-URI88W1CHAK9M9OVD61R/Ben_Fowler_1400_Width.jpg</image:loc>
      <image:title>Guests - Ben Fowler</image:title>
      <image:caption>27th Episode with Ben Fowler</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161165941-FSXPF95W3GJ0ZPG0PCJC/Arthur-Juliani.png</image:loc>
      <image:title>Guests - Arthur Juliani</image:title>
      <image:caption>26th Episode with Arthur Juliani</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161216071-ISS1BE3MZCTK70Q02TKG/Alex-Honchar.jpg</image:loc>
      <image:title>Guests - Alexandr Honchar</image:title>
      <image:caption>25th Episode with Alexandr Honchar</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161265340-2WBBH23YP8EGRGGNQ82D/Mael-Fabien.jpg</image:loc>
      <image:title>Guests - Mael Fabien</image:title>
      <image:caption>24th Episode with Mael Fabien</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161352044-PXE0S084CS0U897QP4MT/Klaas_J_9650-1.jpg</image:loc>
      <image:title>Guests - Jannes Klaas</image:title>
      <image:caption>23rd Episode with Jannes Klaas</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161386102-32T6W5127PZ2U5LHYIX3/Jan-Zawadzki.jpg</image:loc>
      <image:title>Guests - Jan Zawadzki</image:title>
      <image:caption>22nd Episode with Jan Zawadzki</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161419143-MO7OSSRPAL204XW788U7/Admond-Lee.jpeg</image:loc>
      <image:title>Guests - Admond Lee</image:title>
      <image:caption>21st Episode with Admond Lee</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161487820-GJ3CVA5S8OD07TOQ6LV6/SunandaKP.jpeg</image:loc>
      <image:title>Guests - Sunanda Parthasarathy</image:title>
      <image:caption>20th Episode with Sunanda Parthasarathy</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161528235-RFUI10SSOC8FAW7EWT9T/Tristan-Bergh.png</image:loc>
      <image:title>Guests - Tristan Bergh</image:title>
      <image:caption>19th Episode with Tristan Bergh</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161571440-8M57XE37PUCS4LNFB7Q5/Ankit-ProfilePc.jpeg</image:loc>
      <image:title>Guests - Ankit Gupta</image:title>
      <image:caption>18th Episode with Ankit Gupta</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161607395-ESPAG1XYVKJFU2ZUHZL8/Gen-Photo.jpg</image:loc>
      <image:title>Guests - Gen Patterson</image:title>
      <image:caption>17th Episode with Gen Patterson</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161711024-Z5LYNR2749KBAA6DADO5/peadar.jpeg</image:loc>
      <image:title>Guests - Peadar Coyle</image:title>
      <image:caption>16th Episode with Peadar Coyle</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161776409-EBQCQXIHBGI7GXTXUR6W/Nick-Gaylord.jpg</image:loc>
      <image:title>Guests - Nick Gaylord</image:title>
      <image:caption>15th Episode with Nick Gaylord</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161826784-08MY29I6IMNQ3J4U0ROY/Conor.jpg</image:loc>
      <image:title>Guests - Conor Dewey</image:title>
      <image:caption>14th Episode with Conor Dewey</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161850780-R2159F0OJ4UCFLX7H5S1/MPugliese-headshot.jpeg</image:loc>
      <image:title>Guests - Martina Pugliese</image:title>
      <image:caption>13th Episode with Martina Pugliese</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161961401-2UDLNQYBN2RKNMLPQDQ9/Jim-Leach.jpg</image:loc>
      <image:title>Guests - Jim Leach</image:title>
      <image:caption>12th Episode with Jim Leach</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596161990690-XMI0ZM6NBFP3JIUS6QSE/Francisco-Arias.jpg</image:loc>
      <image:title>Guests - Francisco Arias</image:title>
      <image:caption>11th Episode with Francisco Arias</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162006936-E6IX53FWHIWAFDJR95AM/Matthias-Raess.jpeg</image:loc>
      <image:title>Guests - Matthias Raess</image:title>
      <image:caption>10th Episode with Matthias Raess</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162102669-SHR5L4HTNQ586VMK8B2T/mark-sellors.jpg</image:loc>
      <image:title>Guests - Mark Sellors</image:title>
      <image:caption>9th Episode with Mark Sellors</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162156198-OBKVRZ1A1WU7IOS8XAYD/ChintanShah.jpg</image:loc>
      <image:title>Guests - Chintan Shah</image:title>
      <image:caption>8th Episode with Chintan Shah</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162162265-WCLA5N2OTJJKRLXWUQ1P/Thomas-Pedersen.jpg</image:loc>
      <image:title>Guests - Thomas Lin Pedersen</image:title>
      <image:caption>7th Episode with Thomas Lin Pedersen</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162173927-CVYKONJSGBBL81ING0N1/Ewan-Nicolson.jpg</image:loc>
      <image:title>Guests - Ewan Nicolson</image:title>
      <image:caption>6th Episode with Ewan Nicolson</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162357063-WXGFJISZIK53882WO347/Chris-Peters.jpeg</image:loc>
      <image:title>Guests - Christopher Peters</image:title>
      <image:caption>5th Episode with Christopher Peters</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162367270-UUWSNQ0PLJ2626PAEOLO/Saurabh-Bhatnagar.jpg</image:loc>
      <image:title>Guests - Saurabh Bhatnagar</image:title>
      <image:caption>4th Episode with Saurabh Bhatnagar</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162375406-BQI0BEK7GRQF9099EJ0M/Leni-Krsova.jpg</image:loc>
      <image:title>Guests - Leni Krsova</image:title>
      <image:caption>3rd Episode with Leni Krsova</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162484043-D9W0D5XBMHS6L18BT2HY/Deep-Singh.jpg</image:loc>
      <image:title>Guests - Deep Singh</image:title>
      <image:caption>2nd Episode with Deep Singh</image:caption>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1596162494477-S62PNQW2Q5C6XGL7PWRS/Jon+Leslie+Headshots-3_med.jpg</image:loc>
      <image:title>Guests - Jonathan Leslie</image:title>
      <image:caption>1st Episode with Jonathan Leslie</image:caption>
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  </url>
  <url>
    <loc>https://jameskle.com/coding-portfolio</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2018-04-23</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1508855794174-XODY9IPW101F91RQO4M1/Coding.jpeg</image:loc>
      <image:title>Coding Porfolio</image:title>
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    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1516601220466-M1AV015TWWNSZ3BLQCLU/whiteboard-interview.jpg</image:loc>
      <image:title>Coding Porfolio - technical interview prep</image:title>
      <image:caption>These are coding solutions for problems I study while preparing for technical interviews at tech companies</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509881527675-RE1RYDRU22EE4JGNGK0Q/sunshine.png</image:loc>
      <image:title>Coding Porfolio - sunshine</image:title>
      <image:caption>A cloud-connected Android application that displays real time weather information, built in Android Studio</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509616731562-KSS7F3VFN3TJNJI8IOTK/Home-Page.png</image:loc>
      <image:title>Coding Porfolio - yelp coffeeshops</image:title>
      <image:caption>A Full-Stack NodeJS project built using the MEAN Stack Framework</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509697356257-5OBNXG1YS1HD4D3VN8WX/Hacker-News.png</image:loc>
      <image:title>Coding Porfolio - react hacker news</image:title>
      <image:caption>A React + Redux application that queries into Hacker News database and lets users find relevant content based on search terms</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509881725757-7QHVOX8DS60L04M0EXDY/react-redux-soundcloud.png</image:loc>
      <image:title>Coding Porfolio - soundcloud client</image:title>
      <image:caption>I built a running React + Redux app, which consumes the SoundCloud API. Users will be able to login with your SoundCloud account, list your latest tracks and listen to them within the browser.</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509793893831-4NLNYWPY0HYCP9SG6BQA/emoji.png</image:loc>
      <image:title>Coding Porfolio - emoji app</image:title>
      <image:caption>I created an "Emoji" game using NodeJS and Cosmic JS</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509878212881-PGMX7ULCRJSAJAXTSQLB/tweetme.png</image:loc>
      <image:title>Coding Porfolio - Tweetme</image:title>
      <image:caption>A Twitter clone built with Python Django, jQuery, and Bootstrap CSS</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509616029583-PP0DZA34HJ55YGMBTLYT/pizzaspace.jpg</image:loc>
      <image:title>Coding Porfolio - pizza space delivery</image:title>
      <image:caption>A 2D Platform Game Built With Unity</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/start-here</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2023-05-11</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1508944001011-EHCQFDIF14UQSV8M8YO1/In+Oslo+3.JPG</image:loc>
      <image:title>Start Here</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1517826740569-4W1PCW6MSZJJMVGOXFRT/In+Venice+1.jpg</image:loc>
      <image:title>Start Here</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1576989827875-Q1O7O0FYZTZWNQM3YDIH/In+Venice+4.JPG</image:loc>
      <image:title>Start Here</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1517826895807-LE2R2Z69EJV1DHG70JPH/In+Berlin+2.jpg</image:loc>
      <image:title>Start Here</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/digital-arts</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2017-10-26</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1508856765342-FTX9RLORMZDOWL60BIJR/IMG_0695.JPG</image:loc>
      <image:title>Captures</image:title>
    </image:image>
  </url>
  <url>
    <loc>https://jameskle.com/undergrad</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2017-11-05</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1508944861466-JT88DSVHBM22WREZE7GO/michal-grosicki-366020.jpg</image:loc>
      <image:title>Undergraduate Papers</image:title>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509544502193-7NAHZHF92S0O6OATE3DE/affordance.jpeg</image:loc>
      <image:title>Undergraduate Papers - Affordances in human-computer interaction design</image:title>
      <image:caption>Environmental Psychology, Spring 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509544706017-EMM1U68OK58WOHLIDYZG/page-rank.jpg</image:loc>
      <image:title>Undergraduate Papers - PageRank – The Elite Algorithm</image:title>
      <image:caption>Google and Global Politics, Spring 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509545037269-50VZFAAMFMGTWS8N0AO8/data-structures.jpg</image:loc>
      <image:title>Undergraduate Papers - Data Structures C++ Portfolio</image:title>
      <image:caption>Algorithms &amp; Data Structures, Spring 2017</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509545282354-N7I7W730961NNCCNGAP1/presidential-websites.png</image:loc>
      <image:title>Undergraduate Papers - Website Analysis of 2016 Presidential Campaigns</image:title>
      <image:caption>Presidential Communication, Fall 2016</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509545422304-RSXNSH57ZBLAIJR001WO/BaseballBatter.jpg</image:loc>
      <image:title>Undergraduate Papers - Baseball Home-run Statistical Analysis</image:title>
      <image:caption>Applied Statistics, Fall 2016</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509545645102-RAI5CNTU8XZPX07KAUNA/goal-line-technology.jpeg</image:loc>
      <image:title>Undergraduate Papers - The Implications of Technological Advancement in Soccer</image:title>
      <image:caption>Sporting Rhetoric, Fall 2016</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509615103182-7GQ9KNEILC1WFC0TPB7M/design-thinking.png</image:loc>
      <image:title>Undergraduate Papers - Innovation in Design Thinking</image:title>
      <image:caption>Design Thinking, Spring 2016</image:caption>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/59d9b2749f8dce3ebe4e676d/1509546048488-ESSJOH4C53OKFH33LZNT/political-polarization.jpeg</image:loc>
      <image:title>Undergraduate Papers - The Emotional Foundations of Opinion Polarization</image:title>
      <image:caption>Analyzing Politics, Spring 2015</image:caption>
    </image:image>
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    <lastmod>2020-06-24</lastmod>
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