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Re:Computational and Inferential Thinking – The Foundations ... by j7ake on Sunday August 14, 2016 @02:13AM (#12284473)
David MacKay: Information Theory, Inference, and Learning Algorithms

Kevin Murphy: Machine Learning: a probabilistic perspective.

Christopher Bishop: Pattern Recognition and Macine Learning

Re:Computational and Inferential Thinking – The Foundations ... by dragandj on Sunday August 14, 2016 @03:01AM (#12284573)
These three are all excellent, but I'm not sure they pair well with the OP's book, which is written purely from the frequentist perspective. The books practically speak different language.