I like the dialogue between Hastie and Tibshirani in their statistical learning course from Stanford [1]. I found the accompanying ISL book and c-cran depositories helpful for when I wanted to go deeper beyond the lecture.

[1]https://lagunita.stanford.edu/courses/HumanitiesandScience/S...