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David MacKay’s “Information Theory, Pattern Recognition, and Neural Networks”

https://youtube.com/playlist?list=PLruBu5BI5n4aFpG32iMbdWoRV...

I find it more approachable than the book, and taken as a whole I think he makes a compelling argument for a Bayesian world-view.



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