Detailed Course Information |
2021 January Semester
Apr 24, 2024 |
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| CPSC 673 - Introduction to Data Mining | ||
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This course introduces algorithms and paradigms that allow computers to discover previously hidden patterns in databases or datasets. Main topics include discovery of frequent patterns, analysis of different types of data (static, dynamic, sequential, uncertain, etc.) clustering and classification. Other topics may include data visualization, social network mining, real-life applications, and parallel/distributed data mining. Students work on assignments, term tests and an individual course project.
Credits: 3.000 Levels: Graduate Schedule Types: Lecture, Final Exam Precluded: CPSC-473 Students cannot receive credit for the course being described and the course(s) listed as Precluded Restrictions: Must be enrolled in one of the following Levels: Graduate
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