EXST 7142 Statistical Data Mining (3)

Prereq.: EXST 7013 , EXST 7014 , EXST 7015 , EXST 7019 or equivalent. Data preparation; predictive modeling, including normal-based and logistic regression, decision trees, neural networks, ensemble methods; handling missing data; model assessment and model comparison; model implementation and scoring of new data; pattern discovery.