Overview
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.
- | : Marc Peter Deisenroth (University College London), A. Aldo Faisal (Imperial College London), Cheng Soon Ong
- | Publisher: Cambridge University Press
- | Publication Date: Apr 23, 2020
- | Country of Publication: United Kingdom
- | Number of Pages: 398 pages
- | Language: Unknown
- | Binding: Hardback
- | ISBN-10: 1108470041
- | ISBN-13: 9781108470049