I will be presenting at the Society of Actuaries Predictive Analytics Symposium this week in Philadelphia. The topic is "Bayesian applications in insurance". I'll introduce Bayesian concepts, including the prior, likelihood, and posterior; I'll demonstrate probabilistic programming in Python and pymc3, and discuss how these techniques can be applied to the insurance industry. The slides can be found within.
Please enjoy my presentation, and reach out to me at firstname.lastname@example.org if I can help you by answering any questions!