Cantitate/Preț
Produs

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

Autor Pedro Larrañaga, David Atienza, Javier Diaz-Rozo, Alberto Ogbechie, Carlos Esteban Puerto-Santana, Concha Bielza
en Limba Engleză Paperback – 30 sep 2020
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


Citește tot Restrânge

Toate formatele și edițiile

Toate formatele și edițiile Preț Express
Paperback (1) 27227 lei  6-8 săpt.
  CRC Press – 30 sep 2020 27227 lei  6-8 săpt.
Hardback (1) 73134 lei  6-8 săpt.
  CRC Press – 10 dec 2018 73134 lei  6-8 săpt.

Din seria Chapman & Hall/CRC Data Mining and Knowledge Discovery Series

Preț: 27227 lei

Preț vechi: 37486 lei
-27% Nou

Puncte Express: 408

Preț estimativ în valută:
5211 5413$ 4328£

Carte tipărită la comandă

Livrare economică 03-17 februarie 25

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9780367656874
ISBN-10: 0367656876
Pagini: 348
Dimensiuni: 156 x 234 x 30 mm
Greutate: 0.56 kg
Ediția:1
Editura: CRC Press
Colecția CRC Press
Seria Chapman & Hall/CRC Data Mining and Knowledge Discovery Series


Public țintă

Professional Practice & Development

Cuprins

1 The Fourth Industrial Revolution


2 Machine Learning


3 Applications of Machine Learning in Industrial Sectors


4 Component-Level Case Study: Remaining Useful Life of Bearings


5 Machine-Level Case Study: Fingerprint of Industrial Motors


6 Production-Level Case Study: Automated Visual Inspection of a Laser Process


7 Distribution-Level Case Study: Forecasting of Air Freight Delays



Notă biografică

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

Descriere

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