9780815356226: Industrial Applications of Machine Learning
Couverture rigide
ISBN 10 : 0815356226 ISBN 13 : 9780815356226
Editeur : CRC Press Inc, 2018

Synopsis

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

    • Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

    À propos de l?auteur

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

    Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

    Éditeur
    CRC Press Inc
    Date d'édition
    2018
    Langue
    anglais
    ISBN 10 
    0815356226
    ISBN 13 
    9780815356226
    Reliure
    Relié
    Nombre de pages
    344
    Coordonnées du fabricant
    non disponible
    Personne responsable
    non disponible

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    ISBN 10 :  0367656876 ISBN 13 :  9780367656874
    Editeur : CRC Press, 2020
    Couverture souple