The Principles of Deep Learning Theory

The Principles of Deep Learning Theory
Author :
Publisher : Cambridge University Press
Total Pages : 473
Release :
ISBN-10 : 9781316519332
ISBN-13 : 1316519333
Rating : 4/5 (333 Downloads)

Book Synopsis The Principles of Deep Learning Theory by : Daniel A. Roberts

Download or read book The Principles of Deep Learning Theory written by Daniel A. Roberts and published by Cambridge University Press. This book was released on 2022-05-26 with total page 473 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume develops an effective theory approach to understanding deep neural networks of practical relevance.


The Principles of Deep Learning Theory Related Books

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

GET EBOOK

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
The Principles of Deep Learning Theory
Language: en
Pages: 474
Authors: Daniel A. Roberts
Categories: Science
Type: BOOK - Published: 2022-05-26 - Publisher: Cambridge University Press

GET EBOOK

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
Language: en
Pages: 366
Authors: Shih-Chia Huang
Categories: Science
Type: BOOK - Published: 2021-07-06 - Publisher: Academic Press

GET EBOOK

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
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

GET EBOOK

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
TensorFlow for Deep Learning
Language: en
Pages: 247
Authors: Bharath Ramsundar
Categories: Computers
Type: BOOK - Published: 2018-03-01 - Publisher: "O'Reilly Media, Inc."

GET EBOOK

Learn how to solve challenging machine learning problems with TensorFlow, Google’s revolutionary new software library for deep learning. If you have some back