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Apr 25, 2024
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2018-2019 UMass Dartmouth Graduate Catalog [Archived Catalog]
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DSC 531 - Advanced Data MiningCredits 3
Requirements: CIS 360 Algorithms & Data Structures or equivalent, or permission of instructor.Lecture
Coverage of advanced topics of data mining and its applications. The course will review related mathematics and then focus on data mining core algorithms and advanced modeling including regression, dimensionality reduction, support vector machines, clustering, graph theory, and frequent pattern mining. The course will also explore several real-world problems and discuss strategies for large-scale data. CIS 530
Graded
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