1 - Statistical learning theory
Vapnik, Vladimir Naumovich (1935-....)

Cote : [77.9 VAP 97]

2 - The elements of statistical learning. Data mining, inference and prediction
Hastie, Trevor J. (1953-....)   /   Tibshirani, Robert John (1956-....)   /   Friedman, Jerome H.

Cote : [72 HAS 01]

3 - Generative Deep Learning - 2nd ed.
Foster, David

Cote : [77 FOS 23]

4 - Machine Learning with Python : Theory and Implementation
Zollanvar, Amin

Cote : [77 ZOL 23]

5 - Evaluating Learning Algorithms: A Classification Perspective
Japkowicz, Nathalie   /   Shah, Mohak

Cote : [77 JAP 11]

6 - Graphical models for machine learning and digital communication
Frey, Brendan J.

Cote : [08 FRE 98]

7 - Hands-on machine learning with Scikit-Learn and TensorFlow
Géron, Aurélien

Cote : [77 GER 17]

8 - Knowledge discovery from data streams
Gama, Joao   /   Ponce, André (Collab.)   /   Ferreira de Carvalho, Léon

Cote : [77 GAM 10]

9 - Machine learning avec Scikit-Learn: mise en oeuvre et cas concrets
Géron, Aurélien   /   Bohy, Anne

Cote : [77 GER 20]

10 - Sequential methods in pattern recognition and machine learning
Fu, King Sun (1930-1985)

Cote : [77.9 FU 68]