Machine learning and artificial intelligence with industrial applications : from big data to small data / Diego Carou, Antonio Sartal, J. Paulo Davim, editors.
2022
Q325.5
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Linked Resource
Online Access
Concurrent users
Unlimited
Authorized users
Authorized users
Document Delivery Supplied
Can lend chapters, not whole ebooks
Details
Title
Machine learning and artificial intelligence with industrial applications : from big data to small data / Diego Carou, Antonio Sartal, J. Paulo Davim, editors.
ISBN
9783030910068 (electronic bk.)
3030910067 (electronic bk.)
9783030910051
3030910059
3030910067 (electronic bk.)
9783030910051
3030910059
Published
Cham, Switzerland : Springer, 2022.
Language
English
Description
1 online resource (1 volume) : illustrations (black and white, and colour).
Item Number
10.1007/978-3-030-91006-8 doi
Call Number
Q325.5
Dewey Decimal Classification
006.3/1
Summary
This book presents the tools used in machine learning (ML) and the benefits of using such tools in facilities. It focus on real life business applications, explaining the most popular algorithms easily and clearly without the use of calculus or matrix/vector algebra. Replete with case studies, this book provides a working knowledge of ML current and future capabilities and the impact it will have on every business. It demonstrates that it is also possible to carry out successful ML and AI projects in any manufacturing plant, even without fully fulfilling the five V (Volume, Velocity, Variety, Veracity and Value) usually associated with big data. This book takes a closer look at how AI and ML are also able to work for industrial area, as well as how you could adapt some of the standard tips and techniques (usually for big data) for your own needs in your SME. Organizations which first understand these tools and know how to use them will benefit at the expense of their rivals.
Note
Includes index.
Access Note
Access limited to authorized users.
Source of Description
Description based on print version record.
Series
Management and industrial engineering.
Available in Other Form
Machine learning and artificial intelligence with industrial applications.
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Online Access
Record Appears in
Online Resources > Ebooks
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Table of Contents
A Note on Big Data and Value Creation
Modern Machine Learning: Applications and Methods
Decision Support System Based on Deep Learning for Improving The Quality Control Task of Rifles: A Case Study In Industry 4.0
Title: Ml & Ai Application for The Automotive Industry
Application of Machine Learning and Big-Data Techniques to Quality Control and Food Safety In The Industrial Production of Food and Beverages.
Modern Machine Learning: Applications and Methods
Decision Support System Based on Deep Learning for Improving The Quality Control Task of Rifles: A Case Study In Industry 4.0
Title: Ml & Ai Application for The Automotive Industry
Application of Machine Learning and Big-Data Techniques to Quality Control and Food Safety In The Industrial Production of Food and Beverages.