SIO-6051 Data Mining and Exploration
Description
This course provides an introduction to data exploration and data mining. It is designed to familiarize students with dimensional data modeling, data warehousing, and data mining. The course focuses on topics such as dimensional data modeling, data warehousing, datamarts, DM development process, data preprocessing and exploration, statistical approaches to DM, k-nearest neighbor algorithm, decision trees, neural networks, etc. Learning activities include group projects using the R software tool.
Responsables
Faculté : Sciences de l'administration
Courriel : etudes@fsa.ulaval.ca
Département : Département des systèmes d'information organisationnels
Courriel : sio@sio.ulaval.ca
3
Crédits