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A First Course in Machine Learning
Language: en
Pages: 428
Authors: Simon Rogers
Categories: Computers
Type: BOOK - Published: 2016-10-14 - Publisher: CRC Press

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Introduces the main algorithms and ideas that underpin machine learning techniques and applications Keeps mathematical prerequisites to a minimum, providing mat
A First Course in Machine Learning, Second Edition
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Categories: Business & Economics
Type: BOOK - Published: 2016-10-14 - Publisher: CRC Press

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"A First Course in Machine Learning by Simon Rogers and Mark Girolami is the best introductory book for ML currently available. It combines rigor and precision
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Authors: Andreas Lindholm
Categories: Machine learning
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"This book introduces machine learning for readers with some background in basic linear algebra, statistics, probability, and programming. In a coherent statist
Foundations of Machine Learning, second edition
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Authors: Mehryar Mohri
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Type: BOOK - Published: 2018-12-25 - Publisher: MIT Press

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A new edition of a graduate-level machine learning textbook that focuses on the analysis and theory of algorithms. This book is a general introduction to machin
Deep Learning for Coders with fastai and PyTorch
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Authors: Jeremy Howard
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Deep learning is often viewed as the exclusive domain of math PhDs and big tech companies. But as this hands-on guide demonstrates, programmers comfortable with