Libei Chen & Bernard Francq

31/01/12: Cours n°1 - Introduction: Data mining process, Methodology, Techniques and Applications
07/02/12: Cours n°2 - Data Preparation for mining
14/02/12: Travaux pratiques n°1 - Introduction to Enterprise Miner (EM). Regressions and model evaluation
21/02/12: Travaux pratiques n°2 - Data preparation and exploration in EM
28/02/12: Cours n°3 - Decision Trees: Concept, Theory
06/03/12: Travaux pratiques n°3 - Decision Trees: Applications in EM
13/03/12: Cours n°4 - Neural Networks: Concept, Theory
20/03/12: Travaux pratiques n°4 - Neural Networks
27/03/12: Cours n°5 - Clustering and Kohonen networks + Case study. Theory and illustrations. Combination of different modelling techniques through case study. Project presentation
17/04/12: Travaux pratiques n°5 - Demo and practice of Vadis predictive tool, Discussions and Questions on Project

Le cours magistral se donne au local c045 et les travaux pratiques dans la salle didactique d132 de l'Institut de statistique, voie du Roman Pays 20.