Machine learning notes on:
NearestNeighbor, Conformal Prediction, Inductive Conformal, Over/UnderFitting, Learning Curves, Cross-Validation, Cross-Conformal Prediction, Feature Engineering, Linear/Ridge Regression and Lasso, Pre-Processing and Parameter selection, Kernel Methods, Neural Networks and SVMs, Pipelines
Taught by Volodya Vovk, founder of Conformal Prediction.