How to deploy and scale a machine learning application with a serverless backend on AWS Lambda and a frontend built using ReactJS... (more…)

Here are resources that are helping me get started with machine learning, and few that I'd love to have known about earlier. I'll probably be updating this… (more…)

expected_goals - Machine Learning models to predict goals in football games. (more…)

Machine learning algorithms usually operate as black boxes and it is unclear how they derived a certain decision. This book is a guide for practitioners to make machine learning decisions interpretable. (more…)

Revisiting a resurging NeurIPS 2015 paper (and 25 best practices more relevant than that for 2020)... (more…)