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Viser: Mathematics for Machine Learning
Mathematics for Machine Learning
Marc Peter Deisenroth, A. Aldo Faisal og Cheng Soon Ong
(2020)
Sprog: Engelsk
om ca. 15 hverdage
Detaljer om varen
- Paperback: 398 sider
- Udgiver: Cambridge University Press (April 2020)
- Forfattere: Marc Peter Deisenroth, A. Aldo Faisal og Cheng Soon Ong
- ISBN: 9781108455145
2. Linear algebra;
3. Analytic geometry;
4. Matrix decompositions;
5. Vector calculus;
6. Probability and distribution;
7. Optimization;
8. When models meet data;
9. Linear regression;
10. Dimensionality reduction with principal component analysis;
11. Density estimation with Gaussian mixture models;
12. Classification with support vector machines.