15-826 Multimedia and Data Mining

12 units, Carnegie Mellon University

The course covers advanced algorithms for learning, analysis, data management and visualization of large datasets. Topics include indexing for text and DNA databases, searching medical and multimedia databases by content, fundamental signal processing methods, compression, fractals in databases, data mining, privacy and security issues, rule discovery, data visualization, graph mining, stream mining.

Prerequisites: none listed

Offered: Fall 2026, Fall 2025

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