Update: March 2020
Statistics
Probability
Bayesian statistics
Monte Carlo Methods
Computational statistics
Machine learning
Generalized linear models
Monte Carlo methods and stochastic algorithms
Scoring, machine learning
Computational statistics
Bayesian statistics
Estimation methods for stochastic processes
Introduction to probability and simulation
Statistics and probability
Bayesian case studies