~/talk

AI in Power BI

Talkat Women Data Summit 2021 · on Saturday, 2021-06-26· [machine-learning, data-visualization]
slides:none on file

Power BI uses a collection of pre trained models surfaced as AI Insights and the demo shows a Power Query custom function calling Azure Text Analytics via an endpoint and key, requiring Premium or an Azure cognitive service key. Live data are Universal Studios reviews where sentiment scores return between 0 and 1 (examples 0.95, 0.76, 0.92) and key phrase extraction pulls terms like "Harry Potter", "lines", "service" and "tickets". The pipeline parses API JSON, builds comma separated outputs and the methods work but are not 100% reliable for personnel decisions.

AI-written summary · about

  1. 0:00Intro
  2. 1:27Connect with me
  3. 1:50Agenda
  4. 2:47AI Elements
  5. 4:32Machine Learning
  6. 5:42Computer Vision
  7. 7:25NLP
  8. 8:24Responsible AI
  9. 11:06AI Insights
  10. 11:49How to access AI Insights
  11. 12:44AI Insights Plans
  12. 13:26AI Insights Buttons
  13. 13:53Text Analytics Function
  14. 14:40Custom Vision Function
  15. 15:05Sentiment Analysis
  16. 15:47Demo
  17. 16:41Azure Portal Example
  18. 17:49Kaggle
  19. 19:11Power Query
  20. 27:14Transform Data
  21. 27:56Recap
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