In this lab, we explore several data access methods in the PI System for extracting contextualized datasets for data science projects. PI AF will play an important role in shaping the data. In each case, a simple statistical model will be developed. The models will be evaluated, tested and operationalized using PI AF.
The lab includes:
Example 1 – Single Asset Predictive Model using Python and the PI Integrator for Business Analytics
Example 2 – Multiple Asset Predictive Models using Python and PI SQL Client