This page lists some useful links for those interested in learning more about machine learning, materials science, and other skills relevant to being an awesome scientist. This page will be constantly updated as more relevant information becomes available.
Medium blog of cheat sheet for interviewing for machine learning positions: Link
Direct drive link to cheat sheet PDF + understanding ML, managed by Aqeel Anwar: Link
Blog about Extended Connectivity Fingerprints (i.e. Morgan Fingerprints): Link
Hyperparameter tuning for XGBoost: Link
Everything about Gaussian Processes: Link
Nice review article on Gaussian Process Regression: Link
Mathematics of Machine Learning by Phillipe Rigollet: Link
Somewhat lengthy, but a review of ML techniques in materials science: Link
Nice book on deep learning for molecules & materials: Link
3 things great leaders have in common: Link