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Machine Learning for Practical Decision Making

- A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics

Machine Learning for Practical Decision Making

- A Multidisciplinary Perspective with Applications from Healthcare, Engineering and Business Analytics
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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.


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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.


Produktdetaljer
Sprog: Engelsk
Sider: 465
ISBN-13: 9783031169892
Indbinding: Hardback
Udgave:
ISBN-10: 3031169891
Kategori: Sundhedsøkonomi
Udg. Dato: 30 nov 2022
Længde: 0mm
Bredde: 155mm
Højde: 235mm
Forlag: Springer International Publishing AG
Oplagsdato: 30 nov 2022
Forfatter(e) Christo El Morr, Walid EI-Hallak, Manar Jammal, Hossam Ali-Hassan


Kategori Sundhedsøkonomi


ISBN-13 9783031169892


Sprog Engelsk


Indbinding Hardback


Sider 465


Udgave


Længde 0mm


Bredde 155mm


Højde 235mm


Udg. Dato 30 nov 2022


Oplagsdato 30 nov 2022


Forlag Springer International Publishing AG