A comprehensive reference for all topics related to Natural Language Processing

Replication code and downloadable example data sets for The Effect

Causal Inference for the Brave and True. A light-hearted yet rigorous approach to learning about impact estimation and causality.

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

Oxford Deep NLP 2017 course

Natural Language Processing Best Practices & Examples

Papers on Computational Advertising

📚 Papers & tech blogs by companies sharing their work on data science & machine learning in production.

A community-maintained Python framework for creating mathematical animations.