DSC 205. Geometry of Data (4 units)
Link to catalog page: https://catalog.ucsd.edu/courses/DSC.html#dsc205
Description
This course will cover graph-based data modeling, analysis, and representation. Topics include spectral graph theory, spectral clustering, kernel-based manifold learning, dimensionality reduction and visualization, multiway data analysis, graph signal processing, graph neural networks. Prerequisites: DSC 210 or ECE 269 and DSC 212 and DSC 240. Restricted to students within the DS75 and DS76 major.
Prerequisite courses
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Successor courses
No courses have DSC 205 as a prerequisite.