Machine Learning (Paperback)
Language: English
Published by Springer Verlag, Singapore, Singapore, 2023
Series: Book 2 of 4 - Machine Learning: Foundations, Methodologies, and Applications
- First Edition
- Softcover
- New
Seller: AussieBookSeller, Truganina, VIC, AustraliaAussieBookSeller
AbeBooks seller since June 22, 2007
Condition: New
£ 84.06
Quantity: 1 available
Add to basketItem description from seller
Paperback. Machine learning (ML) has become a commonplace element in our everyday lives and a standard tool for many fields of science and engineering. To make optimal use of ML, it is essential to understand its underlying principles. This book approaches ML as the computational implementation of the scientific principle. This principle consists of continuously adapting a model of a given data-generating phenomenon by minimizing some form of loss incurred by its predictions. The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML methods.The books three-component approach to ML provides uniform coverage of a wide range of concepts and techniques. As a case in point, techniques for regularization, privacy-preservation as well as explainability amount tospecific design choices for the model, data, and loss of a ML method. The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML methods.The books three-component approach to ML provides uniform coverage of a wide range of concepts and techniques. Shipping may be from our Sydney, NSW warehouse or from our UK or US warehouse, depending on stock availability.…
Seller Inventory # 9789811681950
- Title
- Machine Learning (Paperback)
- Author
- Alexander Jung
- Publisher
- Springer Verlag, Singapore, Singapore
- Publication year
- 2023
- Condition
- new
- Binding
- Paperback
- Language
- English
- ISBN 10
- 9811681953
- ISBN 13
- 9789811681950
- Edition
- 1st Edition
- Series
- Book 2 of 4: Machine Learning: Foundations, Methodologies, and Applications
"Synopsis" may belong to another edition of this title.
About the Author
"About the title" may belong to another edition of this title.
AussieBookSeller
Truganina, VIC, Australia
AbeBooks seller since June 22, 2007
Shipping rates from Australia to U.S.A.
| Item | 25 to 45 business days | 8 to 14 business days |
|---|---|---|
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The Nile Group Pty Ltd
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Truganina, VIC Australia 3029
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