Foundations of Machine Learning, Second Edition

by Ameet Talwalkar, Mehryar Mohri, Afshin Rostamizadeh

A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms.

This book is a general introduction to machine learning that can serve as a textbook for graduate students and a reference for researchers. It covers fundamental modern topics in machine learning while providing the theoretical basis and conceptual tools needed for the discussion and justification of algorithms. It also describes...

• Format: Hardcover
• Language: English
• ISBN: 0262039400
• ISBN13: 9780262039406
• Release Date: December 2018
• Publisher: MIT Press
• Length: 504 Pages
• Weight: 2.80 lbs.
• Dimensions: 1.2" x 7.0" x 9.1"