Foundations of Machine Learning - Book by Mehryar Mohri, Afshin Rostamizadeh & Ameet Talwalkar

Name: Foundations of Machine Learning
Author: Mehryar Mohri, Afshin Rostamizadeh & Ameet Talwalkar

This textbook provides a rigorous and comprehensive introduction to machine learning, emphasizing theoretical foundations and practical algorithms. It covers core topics such as supervised learning, kernel methods, regularization, and optimization, with detailed mathematical treatments.

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