How do companies like Netflix, Airbnb, and Doordash apply machine learning to improve their products and processes? We put together a database of 300 case studies from 80+ companies that share practical ML use cases and learnings from designing ML systems. Navigation tips. You can play around with the database by filtering case studies by industry or ML use case. We added tags based on recurring t