Course Description

A follow up course on CMPS 163 that is much more technical. In addition to a mathematical understanding of algorithms this course also lets students implement their own algorithms.
Credits: 3, prerequisites: CMPS 163, CMPS 261, CMPS 262.

Course Preview

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Module 15: Final Exam

Course Objectives

1. Explain the mathematical underpinnings of data mining algorithms.
2. Implement data mining algorithms.
3. Solve a problem by using data mining algorithms and providing a user interface.

Course Topics

1. Algorithms
2. Data mining
3. Data warehousing
4. Business intelligence
5. Data sets
6. Problem solving