Understanding Machine Learning,
by Shai Shalev-Shwartz and Shai Ben-David
Summary
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 ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms.
BOOK PAGE
by Shai Shalev-Shwartz and Shai Ben-David
Summary
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 ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms.
BOOK PAGE
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