Understanding machine learning : from theory to algorithms /

Machine learning is one of the fastest growing areas of computer science, with far-reaching applications. The aim of this textbook is to introduce machine learning, and the algorithmic paradigms it offers, in a principled way. The book provides an extensive theoretical account of the fundamental ide...

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Bibliographic Details

Main Authors:	Shalev-Shwartz, Shai (Author), Ben-David, Shai (Author)
Format:	Book
Language:	English
Published:	Cambridge ; New York : Cambridge University Press, 2014.
Subjects:	Machine learning. Algorithms. COMPUTERS / Computer Vision & Pattern Recognition.