What is PyMC3 and how do I get started?

Firstly we need to introduce, what is PyMC3?

In this section we'll explain what the key syntax is, and how to use PyMC3. 

What is PyMC3


This section will take us through what PyMC3 is. In particular we'll talk about how to install/ use and get up and running with this library. 

We'll touch on 
  • What Bayesian Statistics and Probabilistic Programming are
  • What MCMC algorithms are
  • What use cases in industry are improved by a better understanding of uncertainty.

In the rest of the course we'll dive deeper into each of these topics.
What is PyMC3 and how do I get started?
1. Introduction to PyMC3.ipynb
305 KB
pymc3_compared_deep_learning.pdf
64 KB
ppp_intro_to_pymc3_1
2 mins
ppp_intro_to_pymc3_1 Edited.mp4
5 mins
ppp_intro_to_pymc3_2 Edited.mp4
2 mins
ppp_intro_to_pymc3_3 Edited.mp4
9 mins
ppp_intro_to_pymc3_4 Edited.mp4
7 mins
ppp_intro_to_pymc3_5_version
5 mins