Class Notes
Data Mining - CS 5710
Statistics Summary
PPT File or PDF File
A good resource for statistics material StatSoft Web Page

Data Mining Notes
  • Chapter(1) - Introduction to Data Mining (PPT) (PDF two slides per page)
  • Chapter(2) - Data (PPT) (PDF two slides per page)
  • Chapter(3) - Data Exploration (PPT) (PDF)
  • Chapter(4) - Classification: Basic Concepts, Decision Trees, and Model Evaluation (PPT) (PDF)


  • A Quick Overview of Neural Networks
  • Neuron Model and Network Architectures (PDF)
  • An Illustrative Example and Network Architectures (PDF)


  • SAS Miner Files
  • Chapter 3 - Predictive Modeling using Regression
  • Chapter 4 - Variable Selection
  • Chapter 5 - Predictive Modeling Using Neural Networks
  • Chapter 6 - Model Evaluation and Implementation
  • Chapter 7 - Cluster Analysis