Mathematics for Machine Learning Ebook

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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ISBN: 9781108569323 Category:
Edition

1

Year

2020

Format

Ebook

Author

Marc Peter Deisenroth

Publisher

Cambridge University Press