9780367656874: Industrial Applications of Machine Learning (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)
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ISBN 10: 0367656876 ISBN 13: 9780367656874
Editorial: CRC Press, 2020

Sinopsis

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


"Sinopsis" puede pertenecer a otra edición de este libro.

Acerca del autor

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

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
CRC Press
Año de publicación
2020
Idioma
Inglés
ISBN 10 
0367656876
ISBN 13 
9780367656874
Encuadernación
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Número de edición
1
Número de páginas
348
Contacto del fabricante
Taylor and Francis, GPSR Taylor and Francis
gpsr@taylorandfrancis.com

Taylor & Francis Verlag GmbH, Kaufingerstraße 24
München
80331
Alemania

Otras ediciones populares con el mismo título

9780815356226: Industrial Applications of Machine Learning (Chapman & Hall/CRC Data Mining and Knowledge Discovery Series)

Edición Destacada

ISBN 10:  0815356226 ISBN 13:  9780815356226
Editorial: CRC Press, 2018
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