13.1 In-depth introduction to machine learning in 15 hours of expert videos

https://www.r-bloggers.com/in-depth-introduction-to-machine-learning-in-15-hours-of-expert-videos/

13.1.1 An Introduction to Statistical Learning

This book provides an introduction to statistical learning methods.
http://faculty.marshall.usc.edu/gareth-james/ISL/