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James Williamson leads a discussion of Chapter 16 ("Factors") from R for Data Science by Hadley Wickham, Mine ...

Streaming F_0 (Distinct Item Count) approximation. HyperLogLog. Also Mergeable Summaries.

Dimensionality Reduction: Define the projection via dot products, and the sum of squared error objective. review SVD, and how ...

I wrote a chess engine that beats real players. I still can't play chess. Developers who hand their coding to AI are heading the ...

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Slides: https://docs.google.com/presentation/d/1czESwIHkEh2jAXa-c_uGsyUBzJ6SWTIROOmSpUfzTWE/edit?usp=sharing.

Slides: https://docs.google.com/presentation/d/1bMyNFmo0JymeTl7-rN0xPOBQzPw2LluAlfA9L3QtH7g/edit?usp=sharing.