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
Hands-On Mathematics for Deep Learning
Language: en
Pages: 364
Authors: Jay Dawani
Categories: Computers
Type: BOOK - Published: 2020-06-12 - Publisher:

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The main aim of this book is to make the advanced mathematical background accessible to someone with a programming background. This book will equip the readers
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
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
Hands-On Deep Learning Algorithms with Python
Language: en
Pages: 498
Authors: Sudharsan Ravichandiran
Categories: Computers
Type: BOOK - Published: 2019-07-25 - Publisher: Packt Publishing Ltd

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Understand basic to advanced deep learning algorithms, the mathematical principles behind them, and their practical applications. Key FeaturesGet up-to-speed wi