Probabilistic Programming and Bayesian Inference in Python Lara Kattan ( Pyohio 2019)

Lara Kattan Let s build up our knowledge of probabilistic programming and Bayesian inference All you need to start is basic knowledge of linear regression; familiarity with running a model of any type in Python is helpful. By the end of this presentation, you ll know the following: What probabilistic programming is and why it s necessary for Bayesian inference What Bayesian inference is, how it s different from classical frequentist inference, and