In this section I'll look at some real world techniques with PyMC3
- AB Testing
- Change point detection
- Installing PyMC3.
AB testing is a classical technique in modern day e-commerce or marketing analytics jobs. Alternatively it can be useful in biology or chemistry or any experimental design process.
Change point detection is useful in fraud detection, electricity markets modelling, process analysis and in dev ops - predicting when systems will get overloaded in data centres or in the cloud.