Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)

Jung, Alexander

ISBN 10: 9811681929 ISBN 13: 9789811681929
Published by Springer, 2022
New Hardcover

From Russell Books, Victoria, BC, Canada Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Heritage Bookseller
AbeBooks member since 1996

This specific item is no longer available.

About this Item

Description:

Special order direct from the distributor. Seller Inventory # ING9789811681929

Report this item

Synopsis:

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 book’s 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. 

About the Author:

Alexander Jung is Assistant Professor of Machine Learning at the Department of Computer Science, Aalto University where he leads the research group "Machine Learning for Big Data". His courses on machine learning, artificial intelligence, and convex optimization are among the most popular courses offered at Aalto University. He received a Best Student Paper Award at the premium signal processing conference IEEE ICASSP in 2011, an Amazon Web Services Machine Learning Award in 2018, and was elected as Teacher of the Year by the Department of Computer Science in 2018. He serves as an Associate Editor for the IEEE Signal Processing Letters.  

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

Bibliographic Details

Title: Machine Learning: The Basics (Machine ...
Publisher: Springer
Publication Date: 2022
Binding: Hardcover
Condition: New
Edition: 1st ed. 2022.

Top Search Results from the AbeBooks Marketplace

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
Used Hardcover

Seller: Books From California, Simi Valley, CA, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

hardcover. Condition: Very Good. Seller Inventory # mon0003653543

Contact seller

Buy Used

£ 23.95
£ 3.73 shipping
Ships within U.S.A.

Quantity: 1 available

Add to basket

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
Used Hardcover

Seller: HPB-Red, Dallas, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

hardcover. Condition: Good. Connecting readers with great books since 1972! Used textbooks may not include companion materials such as access codes, etc. May have some wear or writing/highlighting. We ship orders daily and Customer Service is our top priority! Seller Inventory # S_433699965

Contact seller

Buy Used

£ 24.69
£ 2.80 shipping
Ships within U.S.A.

Quantity: 1 available

Add to basket

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover

Seller: Academic US, Piscataway, NJ, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Brand New. Excellent Customer Service. Seller Inventory # 9789811681929

Contact seller

Buy New

£ 29.23
£ 2.98 shipping
Ships within U.S.A.

Quantity: 1 available

Add to basket

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover

Seller: Majestic Books, Hounslow, United Kingdom

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 401712190

Contact seller

Buy New

£ 48.67
£ 6.50 shipping
Ships from United Kingdom to U.S.A.

Quantity: 1 available

Add to basket

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover

Seller: Books Puddle, New York, NY, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: New. 1st ed. 2022 edition NO-PA16APR2015-KAP. Seller Inventory # 26394664929

Contact seller

Buy New

£ 49.34
£ 2.98 shipping
Ships within U.S.A.

Quantity: 1 available

Add to basket

Seller Image

Jung, Alexander
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover
Print on Demand

Seller: moluna, Greven, Germany

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: New. Dieser Artikel ist ein Print on Demand Artikel und wird nach Ihrer Bestellung fuer Sie gedruckt. 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 book s three-component approach to ML provides uniform coverage of a. Seller Inventory # 521847416

Contact seller

Buy New

£ 50.33
£ 42.92 shipping
Ships from Germany to U.S.A.

Quantity: Over 20 available

Add to basket

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover

Seller: Biblios, Frankfurt am main, HESSE, Germany

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 18394664939

Contact seller

Buy New

£ 51.64
£ 8.72 shipping
Ships from Germany to U.S.A.

Quantity: 1 available

Add to basket

Seller Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover

Seller: GreatBookPrices, Columbia, MD, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 44040820-n

Contact seller

Buy New

£ 52.33
£ 1.97 shipping
Ships within U.S.A.

Quantity: Over 20 available

Add to basket

Seller Image

Alexander Jung
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover
Print on Demand

Seller: preigu, Osnabrück, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Buch. Condition: Neu. Machine Learning | The Basics | Alexander Jung | Buch | xvii | Englisch | 2022 | Springer | EAN 9789811681929 | Verantwortliche Person für die EU: Springer Verlag GmbH, Tiergartenstr. 17, 69121 Heidelberg, juergen[dot]hartmann[at]springer[dot]com | Anbieter: preigu Print on Demand. Seller Inventory # 120726045

Contact seller

Buy New

£ 52.34
£ 61.32 shipping
Ships from Germany to U.S.A.

Quantity: 5 available

Add to basket

Stock Image

Jung, Alexander
Published by Springer, 2022
ISBN 10: 9811681929 ISBN 13: 9789811681929
New Hardcover

Seller: Lucky's Textbooks, Dallas, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # ABLIING23Apr0412070093470

Contact seller

Buy New

£ 53.78
£ 2.98 shipping
Ships within U.S.A.

Quantity: Over 20 available

Add to basket

There are 11 more copies of this book

View all search results for this book