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OverviewIndustrial 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 Full Product DetailsAuthor: Pedro Larrañaga (Universidad Politécnica de Madrid, Spain) , David Atienza (Universidad Politécnica de Madrid, Spain) , Javier Diaz-Rozo (Aingura IIoT and Universidad Politécnica de Madrid, Spain) , Alberto Ogbechie (Universidad Politécnica de Madrid, Spain)Publisher: Taylor & Francis Ltd Imprint: CRC Press Weight: 0.560kg ISBN: 9780367656874ISBN 10: 0367656876 Pages: 336 Publication Date: 30 September 2020 Audience: College/higher education , Postgraduate, Research & Scholarly , Tertiary & Higher Education Format: Paperback Publisher's Status: Active Availability: In Print This item will be ordered in for you from one of our suppliers. Upon receipt, we will promptly dispatch it out to you. For in store availability, please contact us. Table of ContentsReviewsAuthor InformationPedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza Tab Content 6Author Website:Countries AvailableAll regions |