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Machine learning is a single of the quickest expanding regions of computer science, with far-reaching applications. The aim of this textbook is to introduce machine understanding, and the algorithmic paradigms it provides, in a principled way. The book supplies an extensive theoretical account of the basic suggestions underlying machine mastering and the mathematical derivations that transform these principles into practical algorithms.
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