東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Machine learning and artificial inte...

Carou, Diego.

Linked to FindBook

Google Book

Amazon

博客來

Machine learning and artificial intelligence with industrial applications = from big data to small data /

Record Type:	Electronic resources : Monograph/item
Title/Author:	Machine learning and artificial intelligence with industrial applications/ edited by Diego Carou, Antonio Sartal, J. Paulo Davim.
Reminder of title:	from big data to small data /
other author:	Carou, Diego.
Published:	Cham :Springer International Publishing : : 2022.,
Description:	ix, 211 p. :ill., digital ;24 cm.
[NT 15003449]:	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.
Contained By:	Springer Nature eBook
Subject:	Machine learning - Industrial applications. -
Online resource:	https://doi.org/10.1007/978-3-030-91006-8
ISBN:	9783030910068

Machine learning and artificial intelligence with industrial applications = from big data to small data /
Machine learning and artificial intelligence with industrial applicationsfrom big data to small data /[electronic resource] :edited by Diego Carou, Antonio Sartal, J. Paulo Davim. - Cham :Springer International Publishing :2022. - ix, 211 p. :ill., digital ;24 cm. - Management and industrial engineering,2365-0540. - Management and industrial engineering..

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.

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.

ISBN: 9783030910068

Standard No.: 10.1007/978-3-030-91006-8doiSubjects--Topical Terms:

1361578
Machine learning
--Industrial applications.

LC Class. No.: Q325.5 / .M33 2022

Dewey Class. No.: 006.31

Machine learning and artificial intelligence with industrial applications = from big data to small data /
LDR:02529nmm a2200337 a 4500 001 2298791
003 DE-He213
005 20220311230044.0
006 m d
007 cr nn 008maaau
008 230324s2022 sz s 0 eng d
020 $a 9783030910068 $q (electronic bk.)
020 $a 9783030910051 $q (paper)
024 7 $a 10.1007/978-3-030-91006-8 $2 doi
035 $a 978-3-030-91006-8
040 $a GP $c GP
041 0 $a eng
050 4 $a Q325.5 $b .M33 2022
072 7 $a TGP $2 bicssc
072 7 $a TEC009060 $2 bisacsh
072 7 $a TGP $2 thema
082 0 4 $a 006.31 $2 23
090 $a Q325.5 $b .M149 2022
245 0 0 $a Machine learning and artificial intelligence with industrial applications $h [electronic resource] : $b from big data to small data / $c edited by Diego Carou, Antonio Sartal, J. Paulo Davim.
260 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2022.
300 $a ix, 211 p. : $b ill., digital ; $c 24 cm.
490 1 $a Management and industrial engineering, $x 2365-0540
505 0 $a 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.
520 $a 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.
650 0 $a Machine learning $x Industrial applications. $3 1361578
650 0 $a Artificial intelligence $x Industrial applications. $3 653318
650 1 4 $a Industrial and Production Engineering. $3 891024
650 2 4 $a Machine Learning. $3 3382522
650 2 4 $a Artificial Intelligence. $3 769149
700 1 $a Carou, Diego. $3 3494244
700 1 $a Sartal, Antonio. $3 3595690
700 1 $a Davim, J. Paulo. $3 907796
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer Nature eBook
830 0 $a Management and industrial engineering. $3 2057681
856 4 0 $u https://doi.org/10.1007/978-3-030-91006-8
950 $a Engineering (SpringerNature-11647)