M 417 - Topological Data Analysis

This course will discuss: Topology basics, cell complexes, the Euler characteristic, simplicial homology; creating a filtered simplicial complex from a data set (point cloud); topological persistence - single and multiparameter persistent homology; dimensionality reduction and clustering techniques; TDA software. 

Prerequisite(s): M 333  or instructor permission.