Statistical Learning course @ ENSAE ParisTech by Arnak Dalalyan
Introduction to statistical learning & comparison with statistics
Minimization of empirical risk
KNN algorithm
Decision trees
Random Forests
Support Vector Machines
Boosting
Introduction to neural networks