Industrial Applications of Machine Learning

Industrial Applications of Machine Learning
Author :
Publisher : CRC Press
Total Pages : 349
Release :
ISBN-10 : 9781351128377
ISBN-13 : 135112837X
Rating : 4/5 (37X Downloads)

Book Synopsis Industrial Applications of Machine Learning by : Pedro Larrañaga

Download or read book Industrial Applications of Machine Learning written by Pedro Larrañaga and published by CRC Press. This book was released on 2018-12-12 with total page 349 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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


Industrial Applications of Machine Learning Related Books

Industrial Applications of Machine Learning
Language: en
Pages: 349
Authors: Pedro Larrañaga
Categories: Business & Economics
Type: BOOK - Published: 2018-12-12 - Publisher: CRC Press

DOWNLOAD EBOOK

Industrial Applications of Machine Learning shows how machine learning can be applied to address real-world problems in the fourth industrial revolution, and pr
Thermodynamic Models for Industrial Applications
Language: en
Pages: 710
Authors: Georgios M. Kontogeorgis
Categories: Technology & Engineering
Type: BOOK - Published: 2009-12-01 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

Using an applications perspective Thermodynamic Models for Industrial Applications provides a unified framework for the development of various thermodynamic mod
Advances in Applications of Industrial Biomaterials
Language: en
Pages: 220
Authors: Eva Pellicer
Categories: Technology & Engineering
Type: BOOK - Published: 2017-07-25 - Publisher: Springer

DOWNLOAD EBOOK

This book presents recent advances in the development of biomaterials for industrial applications, and discusses the potential for substituting environmentally
Industrial Applications of Lasers
Language: en
Pages: 623
Authors: John F. Ready
Categories: Science
Type: BOOK - Published: 1997-04-25 - Publisher: Elsevier

DOWNLOAD EBOOK

A practical book with a variety of uses, this book can help applications engineers spark problem-solving techniques through the use of lasers. Industrial Applic
Artificial Intelligence in Industrial Applications
Language: en
Pages: 203
Authors: Steven Lawrence Fernandes
Categories: Technology & Engineering
Type: BOOK - Published: 2021-12-07 - Publisher: Springer Nature

DOWNLOAD EBOOK

This book highlights the analytics and optimization issues in industry, to propose new approaches, and to present applications of innovative approaches in real