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by nknealk 1806 days ago
I recommend Bayesian Methods for hackers [1]. It doesn’t go too deep on theory but I feel like it’s well written and has really good coded up examples of theory being applied to problems. It has a relatively narrow scope, but I find myself reaching for methods I learned from the author frequently.

[1] https://github.com/CamDavidsonPilon/Probabilistic-Programmin...