~/talk

Dialogue with your Data: Interactive AI with Azure Cognitive Services

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Azure Cognitive Services demos show the Language API, LUIS intent/entity extraction, QnA Maker building a FAQ bot from a URL, Text Analytics sentiment scoring (0–1) and version 3 document-level segments, Translator using neural machine translation (even a Klingon demo), Immersive Reader and entity linking that pulls from Wikipedia. A Logic App pipeline pulls tweets, sends text to Text Analytics, writes to Azure SQL and Power BI — at peak it processed 20–25 million tweets per weekend and exposed a doc bug that cost $700 refunded. Many demos use no-code connectors and simple C# QuickStarts.

AI-written summary · about

  1. 0:00Introduction and welcome
  2. 4:58What are Azure Cognitive Services
  3. 9:51Deep dive into Language API
  4. 16:13Immersive Reader overview
  5. 23:21Language Understanding (LUIS)
  6. 29:49QnA Maker basics
  7. 38:48Text Analytics features
  8. 43:15Sentiment analysis demo
  9. 51:07Translator text demo
  10. 55:04Practical applications
  11. 1:00:00Q&A and wrap-up
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