Lectures

• Data Mining Overview (slides)
• Knowledge Representation (slides)
• Rudimentary Rules (slides)
• Naive Bayes (slides)
• Decision Trees (slides)
• Rule-Based Learning (slides)
• Association Rules (slides)
• Linear Models (slides)
• Instance-Based Learning (slides)
• Clustering (slides)
• Multi-Instance Learning (slides)
• Model Evaluation (slides)