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

Inhaltsangabe

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


    • Die Inhaltsangabe kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Über die Autorin bzw. den Autor

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

    Von der hinteren Coverseite

    This book 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

    „Über diesen Titel“ kann sich auf eine andere Ausgabe dieses Titels beziehen.

    Verlag
    CRC Press
    Erscheinungsdatum
    2020
    Sprache
    Englisch
    ISBN 10 
    0367656876
    ISBN 13 
    9780367656874
    Einband
    Taschenbuch
    Anzahl der Seiten
    350
    Kontakt zum Hersteller
    preigu GmbH & Co. KG
    mail@preigu.de

    Lengericher Landstr. 19
    Osnabrück
    Niedersachsen
    49078
    Deutschland