Workshop on Probabilistic Graphical Models

All code for my workshops and talks can be found in this GitHub repo:

https://github.com/kaybenleroll/data_workshops

This workshop is contained in the ws_pgm_202009/ folder

This is the third workshop of a multipart series on Probablistic Graphical Models - a fascinating area of applied statistics that allows us to produce statistical models despite limited and incomplete data.

While a multipart series - I try to make each workshop as standalone as possible - attendance at the first one is not necessary to understand this work.

In this workshop we discuss the use of Gaussian Bayesian networks where each node is a continuous variable and show how to construct and use them in practice.