CS 512
CS 512 - Data Mining Principles
Fall 2025
| Title | Rubric | Section | CRN | Type | Hours | Times | Days | Location | Instructor |
|---|---|---|---|---|---|---|---|---|---|
| Data Mining Principles | CS512 | DMP | 77189 | LCD | 4 | 1400 - 1515 | W F | 1320 Digital Computer Laboratory | Jiaxuan You |
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Official Description
An advanced course on principles and algorithms of data mining. Data cleaning and integration; descriptive and predictive mining; mining frequent, sequential, and structured patterns; clustering, outlier analysis and fraud detection; stream data, web, text, and biomedical data mining; security and privacy in data mining; research frontiers. Course Information: Prerequisite: CS 412.