Class Notes
Data Mining - CS5531 - Section 101
Database Notes

  • Chapter (1) Introduction (PDF file 2 slides per page) and PPT file
  • Chapter (2) Database Systems Concepts and Architectures (PDF file 2 slides per page) and PPT file
  • Chapter (3) Data Modeling Using the Entity-Relationship Model (PDF file 2 slides per page) and PPT file
    The Entity/Relationship Modelling Talk by Peter Chen can be found at this address
    Peter Chen's Talk in PDF format Click Here
  • Chapter (9) ER and EER to Relational Mapping, and other relational Languages (PDF file 2 slides per page) and PPT file
  • Chapter (8)- SQL The Relational Database Standard (PDF file 2 slides per page) and PPT file
  • Chapter (4)- ER and EER-to-Relational Mapping and Other Relational Languages (PDF file 2 slides per page) and PPT file


  • Statistics Notes
    PPT File or
    PDF File
    A good resource for statistics material StatSoft Web Page

    Artificial Neural Netwrok Notes
  • Chapter (2) - Neuron Model and Network Architectures (PDF)
  • Chapter (3) - An Illustrative Example and Network Architectures (PDF)
  • Chapter (4) - Perceptron Learning Rule and Network Architectures (PDF)
  • Chapter (7) - Supervised Hebbian Learning (PDF)
  • Chapter (13) - Associative Learning (PDF)


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