CMP SC 8370: Data Mining and Knowledge Discovery
Instructor: Dr. Jianlin Cheng
Location: Cornell Hall 219, Time: MoWe 11:00 am - 12:15 pm, Office Hours: Mo 1:30 - 2:30, We 1:30 - 2:00 Semester: Spring 2011
Lecture SlidesAcknowledgements: these slides are largely customized and adapted from the text book's slides.
1. Data Mining Concepts and Process
2. Data Preprocessing
3. Frequent Pattern Mining
4. Classification and Prediction
5. Cluster Analysis
6. Sequential Data Mining
Han and Kamber. Data Mining: Concepts and Techniques (second edition). Morgan Kaufman, 2006.
Reading Materials and Other Resources1. A portal web site of the data mining community (news, tools, data, jobs, trends)
Assignment 1 (each question is worth 10 points), due 1/31/2011.
Assignment 2, due 2/16/2011. (Here are a couple of examples about how to use R to draw plots, which may be useful)
Assignment 3, due 3/2/2011.
ProjectsThe description of project 1 - customer relation prediction