This MOOC from Harvard University provides an introduction and set of tools for understanding statistics and randomness. It covers topics such as conditioning, sample spaces, Bayes’ Theorem, univariate distributions, multivariate distributions, limit theorems and Markov chains.
Resource available at: Probability