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Understanding Machine Learning

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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 ideas underlying machine learning and the mathematical derivations that transform these principles into practical algorithms. Following a presentation of the basics of the field, the book covers a wide a..

download:Understanding Machine Learning 理解机器学习-从理论到算法.pdf


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未经允许不得转载:Living in the flow » Understanding Machine Learning

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