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Data

Bayesian statistics

Priors, posteriors and models you can reason about, fitted with simulation instead of formulas.

About 30 hours of study.

Where to learn it

Read
Bayes Rules!

Alicia Johnson, Miles Ott, Mine Dogucu

Units 1 and 2, then regression in Unit 3

Watch
Statistical Rethinking (2023)

Richard McElreath

The whole course

Famous for teaching how to think about models, not just how to fit them.

Practise

No practice set picked yet.

Suggest one

Wrong chapter, dead link, or know something better? Tell us on GitHub.

Which roles ask for it

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