Persistent Homology

Only the most persistent survive

Shaw Talebi
DataDrivenInvestor
Published in
10 min readJun 16, 2022

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This is the final post in a series of three on Topological data analysis (TDA). TDA is an up-and-coming approach to data analysis that studies the shape of data. In this article, I will discuss a popular TDA approach called persistent homology. I will start with an overview of key concepts before diving into the technique. Lastly, I will walk through an example of applying persistent homology to analyze market data.

Key Points:

  1. Persistent homology characterizes the shape of data via…

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