TY  - BOOK
AU  - Deisenroth,Marc Peter
AU  - Faisal,A.Aldo
AU  - Ong,Cheng Soon
TI  - Mathematics for machine learning
SN  - 9781108470049
AV  - Q325.5 .D45 2020
U1  - 006.31, DEI 23
PY  - 2020///
CY  - Cambridge, New York, NY
PB  - Cambridge University Press
KW  - Machine learning
KW  - Mathematics
N1  - Introduction and motivation (Page-1), Linear algebra (Page-8),Analytic geometry (Page-57), Matrix decompositions  (Page-82),Vector calculus (Page-120), Probability and distribution (Page-152),Continuous optimization  (Page-201),When models meet data  (Page-225),Linear regression (Page-260), Dimensionality reduction with principal component analysis (Page-286),  Density estimation with Gaussian mixture models  (Page-314),Classification with support vector machines. (Page-335)
ER  -