01057nam a2200217 4500 u3672 SIRSI 20250825174928.0 220928n2020 000 0 eng u 9781108455145 006.31 D325m 2020 Deisenroth, Marc Peter Mathematics for machine learning Cambridge, United Kingdom: Cambridge University Press, 2020 xvii, 371 páginas: ilustraciones (algunas a color) Mathematical Foundations. Introduction and motivation -- Linear algebra -- Analytic geometry -- Matrix decompositions -- Vector calculus -- Probability and distribution -- Continuous optimization -- Central Machine Learning Problems. When models meet data -- Linear regression -- Dimensionality reduction with principal component analysis -- Density estimation with Gaussian mixture models -- Classification with support vector machines. Matematicas Aprendizaje automática Faisal, A. Aldo Ong, Cheng Soon 2255 2255 2025-08-25 17:49:28 005335 006.31 D325m 2020 005335 1 2025-08-25 BOOK 0 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2022-09-28 2026-03-12 00:00:00 005336 006.31 D325m 2020 005336 2 2025-08-25 BOOK 0 0 0 COL_GRAL 0 BCENTRAL BCENTRAL 2022-09-28