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

By: and and and and and

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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
    • Copyright:
    2019

    Book Details

    Book Quality:
    Publisher Quality
    Book Size:
    336 Pages
    ISBN-13:
    9781351128360
    Related ISBNs:
    9781351128384, 9780815356226
    Publisher:
    CRC Press
    Date of Addition:
    Copyrighted By:
    Taylor & Francis Group, LLC
    Adult content:
    No
    Language:
    English
    Has Image Descriptions:
    No
    Categories:
    Nonfiction, Computers and Internet, Business and Finance, Mathematics and Statistics
    Submitted By:
    Bookshare Staff
    Usage Restrictions:
    This is a copyrighted book.

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