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- [Bayesian Methods for Machine Learning](https://mingyuanzhou.github.io/STA380/)
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- [Bayesian Data Analysis](http://knuthlab.rit.albany.edu/courses/2015/BayesianDataAnalysis/): Lectures by Kevin Knuth,
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- [Bayesian Reasoning and Machine Learning](http://web4.cs.ucl.ac.uk/staff/D.Barber/textbook/091117.pdf)

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