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Machine Learning
- The Basics
Engelsk
Bogcover for Machine Learning af Alexander Jung, 9789811681929
Specifikationer
Sprog:
Engelsk
Sider:
212
ISBN-13:
9789811681929
Indbinding:
Hardback
ISBN-10:
9811681929
Udg. Dato:
22 jan 2022
Størrelse i cm:
20,5 x 34,2 x 2,7
Oplagsdato:
22 jan 2022
Forfatter(e):

Machine Learning

- The Basics
Engelsk
Hardback 2022
Format:

Bog beskrivelse
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 to specific design choices for the model, data, and loss of a ML method. 

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Specifikationer
Sprog:
Engelsk
Sider:
212
ISBN-13:
9789811681929
Indbinding:
Hardback
ISBN-10:
9811681929
Udg. Dato:
22 jan 2022
Størrelse i cm:
20,5 x 34,2 x 2,7
Oplagsdato:
22 jan 2022
Forfatter(e):
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