The Principles of Deep Learning Theory

The Principles of Deep Learning Theory
Author :
Publisher : Cambridge University Press
Total Pages : 473
Release :
ISBN-13 : 9781316519332
ISBN-10 : 1316519333
Rating : 4/5 (33 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

DOWNLOAD EBOOK

This volume develops an effective theory approach to understanding deep neural networks of practical relevance.
Principles and Theory for Data Mining and Machine Learning
Language: en
Pages: 786
Authors: Bertrand Clarke
Categories: Computers
Type: BOOK - Published: 2009-07-21 - Publisher: Springer Science & Business Media

DOWNLOAD EBOOK

Extensive treatment of the most up-to-date topics Provides the theory and concepts behind popular and emerging methods Range of topics drawn from Statistics, Co
Understanding Machine Learning
Language: en
Pages: 415
Authors: Shai Shalev-Shwartz
Categories: Computers
Type: BOOK - Published: 2014-05-19 - Publisher: Cambridge University Press

DOWNLOAD EBOOK

Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying thei
Feature Engineering for Machine Learning
Language: en
Pages: 218
Authors: Alice Zheng
Categories: Computers
Type: BOOK - Published: 2018-03-23 - Publisher: "O'Reilly Media, Inc."

DOWNLOAD EBOOK

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn t
Machine Learning
Language: en
Pages: 0
Authors: Marco Gori
Categories: Computers
Type: BOOK - Published: 2017-11-13 - Publisher: Morgan Kaufmann

DOWNLOAD EBOOK

Machine Learning: A Constraint-Based Approach provides readers with a refreshing look at the basic models and algorithms of machine learning, with an emphasis o