A list of my top data analysis projects, in the form of Jupyter Notebooks and R Notebooks. Most notebooks are available fully open-sourced on GitHub, with a MIT license.
Classifying Tweets with Weights & Biases
3 Different Neural Network Models to Classify Tweets
Instacart market basket analysis
Data Exploration, Customer Segmentation, Association Rules Mining on the Instacart orders data
travel time optimization using ant colony and genetic evolution
Used evolutionary algorithms to tackle the travel time optimization problem for taxi vehicles
Fashion recommendation
An end-to-end solution for large-scale image classification and visual recommendation on fashion images
SPOTIFY ARTISTS ANALYSIS
An in-depth data analysis and data visualization project for Spotify Artists' "This Is" playlist series
fashion mnist
4 Image Classification ConvNets models on the Fashion MNIST dataset
best team line-ups for World Cup 2018
An exploratory data analysis and D3 data visualization project on FIFA 18 dataset.
movie recommendation systems
4 Different Movie Recommendation Systems for the MovieLens dataset
deep learning udacity course
Performed Deep Learning Techniques on Image Recognition and Text Sequence Datasets in Jupyter Notebook
the complete guide to deep learning
A Guide for Those Who Know Some Math, Know Some Programming, and Now Want to Dive Deep into Deep Learning