Data Mining

Xianyi Zeng, Ludovic Koehl

• Learning design of experiments
• Learning data mining methods and their applications related to the textile industry (marketing strategy, processes analysis)

MAAP01, basics in mathematics, statistical methods, Matrix Computing, basic knowledge on database systems

• Basic concepts on data mining, how to extract knowledge from data of information systems, data preprocessing
• Principal Components Analysis (PCA) and other methods of factorial analysis
• Association rules : principle, rules generation methods, applications in marketing
• Design of experiments

Written examination

Lectures, exercises

English