What makes a model Bayesian?

What makes a model Bayesian?

Abstract: We consider some popular models from the statistical and machine learning literature, often used in academia and industry, and investigate what makes them Bayesian. We will talk about how a non-Bayesian model can be made Bayesian, and when you shouldn't be a Bayesian.