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.