Machine Learning: A First Course for Engineers and Scientists (Bog, Hardback, Engelsk) af Andreas Lindholm
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Machine Learning: A First Course for Engineers and Scientists

(Bog, Hardback, Engelsk)
Forfattere: Andreas Lindholm, Niklas (Uppsala Universitet Wahlstrom, Fredrik (Linkopings Universitet Lindsten, Thomas B. (Uppsala Universitet Schon
Machine Learning: A First Course for Engineers and Scientists
Forlag: Cambridge University Press

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Informationsteori Machine learning Matematisk datateori Matematisk modellering Signalbehandling
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Beskrivelse

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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Alle detaljer

Forlag Cambridge University Press
Forfattere Andreas Lindholm, Niklas (Uppsala Universitet Wahlstrom, Fredrik (Linkopings Universitet Lindsten, Thomas B. (Uppsala Universitet Schon
Type Bog
Format Hardback
Sprog Engelsk
Udgave New ed
Udgivelsesdato 31-03-2022
Første udgivelsesår 2022
Illustrationer Worked examples or Exercises
Originalsprog United Kingdom
Sideantal 350
Indbinding Hardback
Forlag Cambridge University Press
Sideoplysninger 350 pages, Worked examples or Exercises
Mål 183 x 260 x 22
ISBN-13 / EAN-13 9781108843607