Distributions
- discrete
- continuous distributions
- their standard properties
- common statistical measures
- simple statistical inference
- Methods useful for implementing Machine Learning ideas, for designing experiments, and for interpreting their results.
- No advanced topics such as Wiener processes or the Metropolis-Hastings algorithm.
- University of Cambridge first year statistics course [example sheets 1 and 2](https://www.dpmms.cam.ac.uk/study/IB/Statistics/)