dhbesson / probabilisticprogrammingprimer

Syllabus

• Introduction to PyMC3
• What is MCMC and why should I care
  1. Why MCMC is needed
  2. A quick discussion of the difference between NUTS and M-H
  3. What is Metropolis-Hastings?
  4. What is NUTS

!Link to course

• Note: Data is fake data however it's inspired by some work done on a PPC campaign in the past.