Textbook:

Introduction to Data Mining, P.-N. Tan, M. Steinbach, and V. Kumar, Addison Wesley, 2005. ISBN 0321321367 (Well written, good introductory text).

Chapters: 4, 5, 6, 7, 8, 9

Topics include:

• Classification algorithms
• Ensemble classifiers
• Classifier evaluation
• Clustering
• Cluster evaluation
• Feature selection
• Frequent item set mining
• Sequential and graph mining