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Dec 22, 2024
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CSC 157 - Introduction to Data MiningSemester Hours: 3
Periodically
Data mining refers to the discovery of interesting patterns in large databases. This course introduces algorithms and implementation techniques for large data analysis problems (for example, suggesting a movie based on a user’s prior ratings or deciding which ad would be most appropriate on a Web page for a given user). Topics include statistical data analysis, summarization, clustering, classification and prediction; mining for association rules, recommendation systems, collaborative filtering; text and Web mining, neural networks.
Prerequisite(s)/Course Notes:
CSC 017 , 185 ; MATH 071 or permission of instructor. May not be taken on a Pass/D+/D/Fail basis.
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