| STAT 3880/4880 - Data Mining I - Syllabus Blue Items are Due on Date Listed |
|
| Tue Mar 27 | Thu Mar 29 |
| INTRODUCTION TO DATA MINING Reading: Blackboard: |
INTRO TO JMP / DATA PREPROCESSING Reading: LAR: Ch 2 Blackboard: |
| Tue Apr 3 | Thu Apr 5 |
| EXPLORATORY DATA ANALYSIS / ETHICS IN DATA MINING Reading: LAR: Ch 3 Blackboard: |
MULTIPLE REGRESSION MODEL EVALUATION TECHNIQUES Reading: LAR: Ch 4, 11 Blackboard: |
| Tue Apr 10 | Thu Apr 12 |
| GENERAL LINEAR MODELS Reading: Blackboard: |
Module 1 Exam |
| Tue Apr 17 | Thu Apr 19 |
| TIME SERIES ANALYSIS Reading: Blackboard: |
PRINCIPAL COMPONENTS ANALYSIS Reading: Blackboard: |
| Tue Apr 24 | Thu Apr 26 |
| THREE SIMPLE CLASSIFICATION METHODS Reading: Blackboard: |
LOGISTIC REGRESSION Reading: Blackboard: |
| Tue May 1 | Thu May 3 |
| CLASSIFICATION AND REGRESSION TREES Reading: Blackboard: |
Module 2 Exam |
| Tue May 8 | Thu May 10 |
| DISCRIMINANT Reading: Blackboard: |
CLUSTER ANALYSIS Reading: Blackboard: |
| Tue May 15 | Thu May 17 |
| NEURAL NETWORKS Reading: Blackboard: |
ASSOCIATION RULES Reading: Blackboard: |
| Tue May 22 | Thu May 24 |
| TEXT/WEB MINING Reading: Blackboard: |
MODULE 3 EXAM |
| Tue May 29 | Thu May 31 |
| PROJECT WORK DAYS |
PROJECT WORK DAYS |
| Tue Jun 5 | |
| PROJECT PRESENTATIONS |
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