CS 7312 - Advanced Data Mining

Course Description:

This course provides in-depth coverage of advanced data mining and information retrieval principles and techniques. It also offers extensive training and practice opportunities in frontier research directions.

Course Objectives:

The students will be able to:

  • describe various concepts, frameworks, and traditional algorithms in data mining and information retrieval

  • implement data mining and information retrieval algorithms with correctness, accuracy, and efficiency

  • apply data mining and information retrieval principles and techniques to solve real-world problems

  • identify legitimate research topics and practice learned research skills in the context of data mining and information retrieval

Course Notes:

Available only for computer science majors.