Mathematics for Machine Learning
Language: en
Pages: 392
Authors: Marc Peter Deisenroth
Categories: Computers
Type: BOOK - Published: 2020-04-23 - Publisher: Cambridge University Press

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The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, opti
Hands-On Mathematics for Deep Learning
Language: en
Pages: 347
Authors: Jay Dawani
Categories: Computers
Type: BOOK - Published: 2020-06-12 - Publisher: Packt Publishing Ltd

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A comprehensive guide to getting well-versed with the mathematical techniques for building modern deep learning architectures Key FeaturesUnderstand linear alge
Math for Deep Learning
Language: en
Pages: 346
Authors: Ronald T. Kneusel
Categories: Computers
Type: BOOK - Published: 2021-12-07 - Publisher: No Starch Press

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Math for Deep Learning provides the essential math you need to understand deep learning discussions, explore more complex implementations, and better use the de
Mathematics and Programming for Machine Learning with R
Language: en
Pages: 408
Authors: William B. Claster
Categories: Computers
Type: BOOK - Published: 2020-10-26 - Publisher: CRC Press

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Based on the author’s experience in teaching data science for more than 10 years, Mathematics and Programming for Machine Learning with R: From the Ground Up
Data Science and Machine Learning
Language: en
Pages: 538
Authors: Dirk P. Kroese
Categories: Business & Economics
Type: BOOK - Published: 2019-11-20 - Publisher: CRC Press

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Focuses on mathematical understanding Presentation is self-contained, accessible, and comprehensive Full color throughout Extensive list of exercises and worked