Outline and Prequisites
Outline and Prequisites
Advanced Regression
Regression Refresher
Regression Refresher
Bambi Deep Dive
Bambi Deep Dive
Categorical Regression
Categorical Regression
Multinominal Regression
Multinominal Regression
Overdispersed Regression
Overdispersed Regression
Hierarchical Models
Hierarchical Models
Final Notes
Final Notes
This course assumes prior knowledge
of Bayes theorem
familiarity with a PPL (Doesn't have to be PyMC)
basic knowledge of Bayesian Linear regression