Computational topology for data analysis

Basics

Complexes and homology groups

Topological persistence

General persistence

Generators and optimality

Topological analysis of point clouds

Reeb graphs

Topological analysis of graphs

Cover, nerve, and mapper

Discrete Morse theory and applications

Multiparameter persistence and decomposition

Multiparameter persistence and distances

Topological persistence and machine learning.