Mathematics for machine learning
Auteur :
Deisenroth, Marc Peter / Faisal, A. Aldo / Ong, Cheng Soon
Éditeur :
Cambridge University Press
ISBN :
9781108470049
Date de publication :
23 avr. 2020
Dimensions :
25,9 x 18,0 x 1,9 cm
Poids :
980 g
Langue :
Anglais
Pays d'origine :
Grande Bretagne
This self-contained textbook introduces all the relevant mathematical concepts needed to understand and use machine learning methods, with a minimum of prerequisites. Topics include linear algebra, analytic geometry, matrix decompositions, vector calculus, optimization, probability and statistics.