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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Главный автор: Shalev-Shwartz, Shai.
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Опубликовано: New York Cambridge University Press 2014
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