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 themes. This is not a perfect or mutually exclusive division, but you can use the tags to quickly find:
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Maintained by the team behind Evidently, an open-source ML monitoring tool.
Selection criteria. Here is how we selected the case studies to include:
Did we miss some great ML case studies? Let us know! Our Discord Community with 2000+ ML practitioners is the best place to share feedback.