Mathematics 790STE - Topological Data Analysis

This course is a gentle introduction to Topological Data Analysis (TDA), a fast-evolving field that focuses on identifying and analyzing the shape (topology) of data. TDA provides tools and concepts to analyze and understand complex high-dimensional datasets. The course aims to discuss essential methods, aiming for a robust understanding and application of these concepts, including in machine learning.