课程主页:

http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/courses.html

电子书pdf链接:

http://www.cs.huji.ac.il/~shais/UnderstandingMachineLearning/copy.html

课程三个参考链接:

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

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