Persistent Homology | Introduction & Python Example Code
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This is the final video in a 3-part series on topological data analysis (TDA). TDA is an up-and-coming approach to data analysis that studies the shape of data. In this video, I discuss a popular TDA approach called persistent homology.
Series Playlist: • Topological Data Analysis (TDA)
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💻 Example code: https://github.com/ShawhinT/YouTube-B...
Resources I found helpful:
TDA review: https://www.frontiersin.org/articles/...
Intro to persistent homology: • Introduction to Persistent Homology
Introduction - 0:00
Shapes - 0:33
Triangles - 1:02
Simplexes - 1:54
Holes - 2:58
Persistent Homology - 4:14
Persistence Diagrams - 7:03
Example code: Homology of Market Data - 8:58
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