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

A collective list of free APIs

Setup instructions for Le Wagon's students on their first day of Web Development Bootcamp

Default configuration for Le Wagon's students

Machine Learning in Asset Management (by @firmai)

This repo is meant to serve as a guide for Machine Learning/AI technical interviews.

Model interpretability and understanding for PyTorch

aka "Bayesian Methods for Hackers": An introduction to Bayesian methods + probabilistic programming with a computation/understanding-first, mathematics-second point of view. All in pure Python ;)

A comprehensive set of fairness metrics for datasets and machine learning models, explanations for these metrics, and algorithms to mitigate bias in datasets and models.