See also: ML books.

This blog collects some useful materials for beginners.

Book: python-machine-learning-book
code on github

ML from scratch (py)
Erik Linder-Norén, Stockholm

Machine learning, in numpy (so, also scratch, but a lot Neural Nets & RL)
David Bourgin, CA

7 Types of Regression Techniques you should know (modern regressions)
analyticsvidhya
evernote backup

GitHub标星1.3k!一款功能强大的特征选择工具 2019.11

Causality analysis: MS dowhy, Causalinference in py (inactive), CausalInference in Julia, IBM causallib etc