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Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
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Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications)
Toote nr: 52260140

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

Toote nr: 52260140

€ 48

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Shop Machine Learning: The Basics (Machine Learning: Foundations, Methodologies, and Applications) online at a best price in Estonia. 9811681929
  • 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.
Publisher Springer
Publication date January 22, 2022
Edition 2022nd
Language English
Print length 229 pages
ISBN-10 9811681929
ISBN-13 978-9811681929
Item Weight 1.12 pounds (510 grams)
Dimensions 6.14 x 0.56 x 9.21 inches (15.6 x 1.4 x 23.4 cm)
Part of series Machine Learning: Foundations, Methodologies, and Applications

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

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