TY  - BOOK
AU  - Deisenroth,Marc Peter
AU  - Faisal, A. Aldo
AU  - Ong, Cheng Soon
TI  - Mathematics for machine learning
SN  - 9781108455145
U1  - 006.31 
PY  - 2020///
CY  - Cambridge, United Kingdom
PB  - Cambridge University Press
KW  - Matematicas
KW  - Aprendizaje automática
N1  - 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
ER  -