Topological Data Analysis (TDA) | An introduction

This is the first video in a series of three on topological data analysis (TDA). TDA is an on-the-rise data science tool that looks the shape of data. In this first video, I give a broad introduction to TDA. Future videos will discuss two specific techniques under the umbrella of TDA: the Mapper algorithm and persistent homology.

Series Playlist: https://www.youtube.com/playli....st?list=PLz-ep5RbHos

📰 Read more: https://towardsdatascience.com..../topological-data-an
💻 Example code: https://github.com/ShawhinT/Yo....uTube-Blog/tree/main

Resources I found helpful:
- TDA review: https://www.frontiersin.org/ar....ticles/10.3389/frai.
- white paper: http://www.ayasdi.com/wp-conte....nt/uploads/_download

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Homepage: https://shawhintalebi.com/