Calculus For Machine Learning
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Type: BOOK - Published: 2020-04-23 - Publisher: Cambridge University Press
The fundamental mathematical tools needed to understand machine learning include linear algebra, analytic geometry, matrix decompositions, vector calculus, opti
Language: en
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Type: BOOK - Published: 2022-02-23 - Publisher: Machine Learning Mastery
Calculus seems to be obscure, but it is everywhere. In machine learning, while we rarely write code on differentiation or integration, the algorithms we use hav
Language: en
Pages: 725
Pages: 725
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"The authors’ clear visual style provides a comprehensive look at what’s currently possible with artificial neural networks as well as a glimpse of the magi
Language: en
Pages: 181
Pages: 181
Type: BOOK - Published: 2011-05-30 - Publisher: Springer Science & Business Media
Inequality has become an essential tool in many areas of mathematical research, for example in probability and statistics where it is frequently used in the pro
Language: en
Pages: 191
Pages: 191
Type: BOOK - Published: 2018-02-04 - Publisher: Springer
This textbook presents a concise, accessible and engaging first introduction to deep learning, offering a wide range of connectionist models which represent the