Understanding Machine Learning

Understanding Machine Learning
Author :
Publisher : Cambridge University Press
Total Pages : 415
Release :
ISBN-10 : 9781107057135
ISBN-13 : 1107057132
Rating : 4/5 (132 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
Mathematical Theories of Machine Learning - Theory and Applications
Language: en
Pages: 138
Authors: Bin Shi
Categories: Technology & Engineering
Type: BOOK - Published: 2019-06-12 - Publisher: Springer

DOWNLOAD EBOOK

This book studies mathematical theories of machine learning. The first part of the book explores the optimality and adaptivity of choosing step sizes of gradien
Deep Learning: Fundamentals, Theory and Applications
Language: en
Pages: 168
Authors: Kaizhu Huang
Categories: Medical
Type: BOOK - Published: 2019-02-15 - Publisher: Springer

DOWNLOAD EBOOK

The purpose of this edited volume is to provide a comprehensive overview on the fundamentals of deep learning, introduce the widely-used learning architectures
Metaheuristics in Machine Learning: Theory and Applications
Language: en
Pages: 765
Authors: Diego Oliva
Categories: Computational intelligence
Type: BOOK - Published: - Publisher: Springer Nature

DOWNLOAD EBOOK

This book is a collection of the most recent approaches that combine metaheuristics and machine learning. Some of the methods considered in this book are evolut
Machine Learning for Audio, Image and Video Analysis
Language: en
Pages: 564
Authors: Francesco Camastra
Categories: Computers
Type: BOOK - Published: 2015-07-21 - Publisher: Springer

DOWNLOAD EBOOK

This second edition focuses on audio, image and video data, the three main types of input that machines deal with when interacting with the real world. A set of