Machine Learning - A First Course for Engineers and Scientists | 1st edition

by Andreas Lindholm, Niklas Wahlström, Fredrik Lindsten and Thomas B. Schön

Fakta

Publisher	Cambridge University Press
Language	English
Book type	Other
Utgiven	2022-03-31
Edition	1
Pages	350
ISBN	9781108843607
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Used within following courses

DABN13 DABN14 STAN51 STAN52 1RT700 DA4004 5DV238

Description

This coherent introduction to machine learning for readers with a background in basic linear algebra, statistics, probability, and programming is suitable for advanced BSc or MSc courses. It covers theory and practice of basic and advanced methods such as deep learning, Gaussian processes, random forests, support vector machines and boosting.

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