Probability Explained: The Mathematics of Uncertainty
Kolmogorov put probability on a rigorous axiomatic foundation. Bayes gave it an interpretation as rational belief. This series covers both: classical probability, conditional probability, Bayes' theorem, random variables, distributions, and the central limit theorem.
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