Gunnar Carlsson: Persistence in topology

Persistent homology is a version of homology applicable to "point clouds", i.e. finite metric spaces. I will survey the developments around this theory, which is a tool for understanding the overall structure of data sets, as well as for indexing (in a generalized sense) databases consisting of data points which themselves possess notions of shape.  

This lecture is aimed at a more mathematical audience.