Use Cases for OpenAI

In the previous chapter, you scored fresh data via the Power BI ML models and assessed the output in comparison to the automated testing performed by Power BI during the training phase. The FAA Wildlife Strike database provided fresh data that was generated in the real world beyond the scope of the training and testing datasets. This data could potentially serve as a framework for scheduling the scoring of new data utilizing a Power BI ML model in collaboration with dataflows. The recently evaluated data produced outcomes that were relatively consistent with the expected results derived from the testing data.

In this chapter, you are tasked by your stakeholders to incorporate OpenAI functionalities into the solution. OpenAI is garnering a lot of attention in the IT sector, and this project is being implemented during this trend. Although this entails a change in scope, the project’s beneficiaries are fully supportive of and optimistic about this initiative...