19
Introduction to Machine Learning
80 pagesP. Boily.
DUDADS Volume 3
Spotlight on Machine Learning
A volume devoted to the central themes of machine learning, including regression, classification, clustering, and feature selection, with an emphasis on practical understanding and conceptual clarity.
Available
Quadrangle Editions
Table of contents
20
Regression and Value Estimation
100 pagesP. Boily.
21
Focus on Classification and Supervised Learning
112 pagesP. Boily, with contributions from O. Leduc and S. Hagiwara.
22
Focus on Clustering
94 pagesJ. Schellinck and P. Boily, with contributions from A. Maheshwari.
23
Feature Selection and Dimension Reduction
66 pagesP. Boily, with contributions from O. Leduc, A. Macfie, A. Maheshwari, and M. Pelletier.