Lecture 6: Creating a Simplicial Complex from Data

Lecture 5: Triangulations and Simplicial Complexes

Lecture 2: Addition and Free Abelian Groups

Lecture 1: The Euler characteristic

Building Better Predictive Models Using Topology

"Topological Data Analysis for the Working Data Scientist" - Anthony Bak @ Trulia

Stanford Seminar - Topological Data Analysis: How Ayasdi used TDA to Solve Complex Problems

An introduction to persistent homology

December 2 Live Lecture

October 21 Live Lecture

Gunnar Carlsson on the Shape of Data

Topological Data Analysis for Machine Learning I: Algebraic Topology

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2. Neuroanatomy

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Elizabeth Munch: Python Tutorial on Topological Data Analysis

Scikit TDA: Topological Tools for the Python Ecosystem | SciPy 2019 | Nathaniel Saul

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Topological Data Analysis: potential applications to computer vision

Bala Krishnamoorthy (2/11/2020): An Introduction to Mapper

Lecture 18 101813