9780367656874: Industrial Applications of Machine Learning
Brossura
ISBN 10: 0367656876 ISBN 13: 9780367656874
Casa editrice: CRC Press, 2020

Sinossi

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and provides the required knowledge and tools to empower readers to build their own solutions based on theory and practice. The book introduces the fourth industrial revolution and its current impact on organizations and society. It explores machine learning fundamentals, and includes four case studies that address a real-world problem in the manufacturing or logistics domains, and approaches machine learning solutions from an application-oriented point of view. The book should be of special interest to researchers interested in real-world industrial problems.

Features



  • Describes the opportunities, challenges, issues, and trends offered by the fourth industrial revolution




  • Provides a user-friendly introduction to machine learning with examples of cutting-edge applications in different industrial sectors




  • Includes four case studies addressing real-world industrial problems solved with machine learning techniques




  • A dedicated website for the book contains the datasets of the case studies for the reader's reproduction, enabling the groundwork for future problem-solving




  • Uses of three of the most widespread software and programming languages within the engineering and data science communities, namely R, Python, and Weka


Le informazioni nella sezione "Riassunto" possono far riferimento a edizioni diverse di questo titolo.

Informazioni sull?autore

Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza

Le informazioni nella sezione "Su questo libro" possono far riferimento a edizioni diverse di questo titolo.

Editore
CRC Press
Data di pubblicazione
2020
Lingua
Inglese
ISBN 10 
0367656876
ISBN 13 
9780367656874
Rilegatura
Copertina flessibile
Numero edizione
1
Numero di pagine
348
Contatto del produttore
non disponibile
Persona responsabile
gpsr@libri.de
gpsr@libri.de

Europaallee 1
Bad Hersfeld
36244
Germania

Altre edizioni note dello stesso titolo

9780815356226: Industrial Applications of Machine Learning

Edizione in evidenza

ISBN 10:  0815356226 ISBN 13:  9780815356226
Casa editrice: CRC Press, 2018
Rilegato