Adding a Cognitive Services function to the solution
Finally, you decide to add more value to the deliverables by showcasing the Cognitive Services capabilities in Power BI. In both Power BI Desktop and Power BI dataflows, Cognitive Services is built in as part of the SaaS tool. Details about using Cognitive Services in Power BI can be found at this link: https://learn.microsoft.com/en-us/power-bi/connect-data/service-tutorial-use-cognitive-services.
Cognitive Services refers to Azure services that can be called using APIs to score data with standard ML models. These tools can score the sentiment of text, identify images, extract key phrases, detect emotion in pictures, and more. The following Cognitive Services features are native to Power BI at the time of writing this book:
- Detect Language
- Tag Images
- Score Sentiment
- Extract Key Phrases
For this final addition to the project, you will use the Score Sentiment function on the Remarks column of the FAA...