A – INTRODUCTION, TOOLS & TECHNIQUES

Data Mining Described
What can be expected from a Data Mining Project?
Descriptive and Predictive Modeling Techniques
Data Preparation
Data Mining Algorithms – Descriptive Methods
Data Mining Algorithms – Predictive Methods
Model Ensembles
Data Mining Tools & Environments

B – HANDS-ON APPLICATIONS

General Meeting & Hands-On Session #1: Data Description
General Meeting & Hands-On Session #2: Data Preparation
General Meeting & Hands-On Session #3: Modeling
General Meeting & Hands-On Session #4: Evaluation, Assessment & Remodeling (if necessary)
General Meeting