Uber built Manifold, a model-agnostic visualization tool for ML performance diagnosis and model debugging, to facilitate a more informed and actionable model iteration process. (more…)

Pipeline is an open source API for building AI/ML workflows - pipeline/examples/docker at main · mystic-ai/pipeline... (more…)

Machine learning is a deep and broad enough field that it could be its own college major. If I was designing a machine learning major, here are the core classes I would include. (This can also serve as a personal study guide.)... (more…)

This book is focussed on applying machine learning solutions for real practical use cases. This means that the core focus in this book is outlining how to use open machine learning solutions in a simple way. This so you and everyone can benefit of this po... (more…)

This is an excellent overview at Stat on the current problems with machine learning in healthcare. It's a very hot topic indeed, and has been for some time. There has especially been a flood of manuscripts during the pandemic, applying ML/AI techniques to... (more…)