I am currently watching the lecture of Bastian Rieck on Topological Data Analysis here: It's been a while since my last encounter with topology, but the lecture is really easy to understand, and the topic (and its illustrations) are really, really interesting. It's very nice to get both the mathematical insights and theoretical elements along with the application in data mining.

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