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CPS 844
Data Mining
This course introduces the basic data mining concepts, methods, implementations, as well as applications in different areas, especially on the world wide web. Topics covered include the basic data mining techniques, data preprocessing, association rule mining, classification, clustering, web mining, and data mining application (e.g. in web personalization, recommender system, security). At the end of this course, students should be able to implement and use some of important data mining algorithms in practical applications.
Weekly Contact: Lab: 1 hr. Lecture: 3 hrs.
GPA Weight: 1.00
Course Count: 1.00
Billing Units: 1
Mentioned in the Following Calendar Pages
*List may not include courses that are on a common table shared between programs.
- Biology Professional and Professionally-Related Table IV
- Chemistry Professional and Professionally-Related Table I
- Chemistry Professional and Professionally-Related Table II
- Computer Science Professionally-Related Table I
- Geographic Analysis Professionally-Related Table IV
- Mathematics Professional Table II
- Medical Physics Professionally-Related Table I
- Minor in Computer Science
- Open Elective Table
