Understanding Machine Learning

Understanding Machine Learning
Author :
Publisher : Cambridge University Press
Total Pages : 415
Release :
ISBN-10 : 9781107057135
ISBN-13 : 1107057132
Rating : 4/5 (35 Downloads)

Book Synopsis Understanding Machine Learning by : Shai Shalev-Shwartz

Download or read book Understanding Machine Learning written by Shai Shalev-Shwartz and published by Cambridge University Press. This book was released on 2014-05-19 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Introduces machine learning and its algorithmic paradigms, explaining the principles behind automated learning approaches and the considerations underlying their usage.


Understanding Machine Learning Related Books

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
Understanding Deep Learning
Language: en
Pages: 428
Authors: Chitta Ranjan, PH D
Categories:
Type: BOOK - Published: 2020-12-26 - Publisher:

DOWNLOAD EBOOK

Think of deep learning as an art of cooking. One way to cook is to follow a recipe. But when we learn how the food, the spices, and the fire behave, we make our
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.
Applied Deep Learning
Language: en
Pages: 425
Authors: Umberto Michelucci
Categories: Computers
Type: BOOK - Published: 2018-09-07 - Publisher: Apress

DOWNLOAD EBOOK

Work with advanced topics in deep learning, such as optimization algorithms, hyper-parameter tuning, dropout, and error analysis as well as strategies to addres
Understanding Deep Learning
Language: en
Pages: 544
Authors: Simon J.D. Prince
Categories: Computers
Type: BOOK - Published: 2023-12-05 - Publisher: MIT Press

DOWNLOAD EBOOK

An authoritative, accessible, and up-to-date treatment of deep learning that strikes a pragmatic middle ground between theory and practice. Deep learning is a f