The Principles Of Deep Learning Theory

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The Principles of Deep Learning Theory
Language: en
Pages: 473
Authors: Daniel A. Roberts
Categories: Computers
Type: BOOK - Published: 2022-05-26 - Publisher: Cambridge University Press

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This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
The Principles of Deep Learning Theory
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Type: BOOK - Published: 2022-05-26 - Publisher: Cambridge University Press

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This textbook establishes a theoretical framework for understanding deep learning models of practical relevance. With an approach that borrows from theoretical
Principles and Labs for Deep Learning
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Type: BOOK - Published: 2021-07-06 - Publisher: Academic Press

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Principles and Labs for Deep Learning provides the knowledge and techniques needed to help readers design and develop deep learning models. Deep Learning techni
Understanding Machine Learning
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Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Deep Learning in Gaming and Animations
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Over the last decade, progress in deep learning has had a profound and transformational effect on many complex problems, including speech recognition, machine t