Mathematics for Machine Learning

Deisenroth, Marc Peter (University College London), Faisal, A. Aldo (Imperial College London), Ong, Cheng Soon

Description

This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.
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Writer
Deisenroth, Marc Peter (University College London), Faisal, A. Aldo (Imperial College London), Ong, Cheng Soon
Title
Mathematics for Machine Learning
Publisher
Cambridge University Press
Year
2020
Language
English
Pages
390
Weight
968 gr
EAN
9781108470049
Dimensions
259 x 183 x 22 mm
Binding format
Gebonden

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