عنوان
پدید آورنده
موضوع
رده
Q 325 .5 .D45
Q
325
.
5
.
D45
کتابخانه
محل استقرار
author
Mathematics for machine learning
Cambridge ; New York
Cambridge University Press
2019
411 p. : ill
Includes bibliographical references and index
Marc Peter Deisenroth, A. Aldo Faisal, Cheng Soon Ong
Introduction and motivation -- Linear algebra -- Analytic geometry -- Matrix decompositions -- Vector calculus -- Probability and distribution -- Continuous optimization -- When models meet data -- Linear regression -- Dimensionality reduction with principal component analysis -- Density estimation with Gaussian mixture models -- Classification with support vector machines
Mathematics ، Machine learning
Q
325
.
5
.
D45
Deisenroth, Marc Peter
AU
AU Faisal, A. Aldo author
AU Ong, Cheng Soon author
TI
