Understanding Machine Learning: From Theory to Algorithms

Courses

Introduction to Machine Learning, HUJI 67577, 2014. This is an undergraduate course given at the Hebrew univerisity
of Jerusalem by Prof. Shai Shalev-Shwartz. The course website contains lecture slides as well as video recordings.

Introduction to Machine Learning, Technion 236756, 2014. This is an undergraduate
course given at the Technion by Prof. Nathan Srebro and Prof.
Nir Ailon. The course website contains lecture slides, homework, and Python practice.

Understanding Machine Learning, Waterloo, 2015. This is an undergraduate course given at Waterloo
university by Prof. Shai Ben-David

Additional courses that use the book

Machine Learning Theory, CMU 15–859(B), Spring 2014