Mathematics for Machine Learning
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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.
| Autor: | Deisenroth, Marc Peter (University College London); Faisal, A. Aldo (Imperial College London); Ong, Cheng Soon |
| Nakladatel: | Cambridge University Press |
| ISBN: | 9781108455145 |
| Rok vydání: | 2020 |
| Jazyk : | Angličtina |
| Vazba: | Paperback / softback |
| Počet stran: | 398 |
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