Machine Learning for Practical Decision Making: A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics - Softcover

El Morr, Christo; Jammal, Manar; Ali-Hassan, Hossam

 
9783031169915: Machine Learning for Practical Decision Making: A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics
Softcover
ISBN 10: 3031169913 ISBN 13: 9783031169915
Publisher: Springer, 2022

Synopsis

This book provides a hands-on introduction to Machine Learning (ML) from a multidisciplinary perspective that does not require a background in data science or computer science. It explains ML using simple language and a straightforward approach guided by real-world examples in areas such as health informatics, information technology, and business analytics. The book will help readers understand the various key algorithms, major software tools, and their applications. Moreover, through examples from the healthcare and business analytics fields, it demonstrates how and when ML can help them make better decisions in their disciplines.

The book is chiefly intended for undergraduate and graduate students who are taking an introductory course in machine learning. It will also benefit data analysts and anyone interested in learning ML approaches.


"synopsis" may belong to another edition of this title.

Publisher
Springer
Publication date
2022
Language
English
ISBN 10 
3031169913
ISBN 13 
9783031169915
Binding
Paperback
Number of pages
488

Other Popular Editions of the Same Title

9783031169892: Machine Learning for Practical Decision Making: A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics: ... Research & Management Science, 334)

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ISBN 10:  3031169891 ISBN 13:  9783031169892
Publisher: Springer, 2022
Hardcover