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NLU using LUIS and Bing Speech APIs

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DEV session done at Data Platform Airlift in portugal 2017 about Natural Language Understanding solutions using Microsoft Congnitive Services (LUIS and Bing Speech API)

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NLU using LUIS and Bing Speech APIs

  1. 1. Data Platform Airlift Marco António Silva madasi@microsoft.com NLU using LUIS and Bing Speech APIs 24 de fevereiro Microsoft Lisbon Experience
  2. 2. Your feedback is important!
  3. 3. Microsoft Cognitive Services Give your apps a human side
  4. 4. Microsoft Cognitive Services Give your apps a human side Cognitive Services API Collection
  5. 5. Microsoft Cognitive Services Give your apps a human side Bing Speech Language Understanding Intelligent Services Cognitive Services API Collection
  6. 6. What is LUIS
  7. 7. What is LUIS (no not the person…)
  8. 8. Show me best priced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am
  9. 9. Show me best priced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am Intent Location Person Date and Time Filter
  10. 10. { “entities”: [ { “entity”: “flight_delays”, “type”: “Topic” } ], “intents”: [ { “intent”: “FindNews”, “score”: 0.99853384 }, { “intent”: “None”, “score”: 0.07289317 }, { “intent”: “ReadNews”, “score”: 0.0167122427 }, { “intent”: “ShareNews”, “score”: 1.0919299E-06 } ] }
  11. 11. Understand what people mean Integrate with Speech Recognition Get going with only a few examples Continuously improve LUIS over time
  12. 12. Show me best priced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am Bing Speech API LUIS
  13. 13. Show me best priced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am Bing Speech API LUIS Show me best priced airfairs to Seattle How is the weather in Seattle? Show me news about Donald Trump Set my alarm for tomorrow at 7am
  14. 14. Github: https://github.com/marconsilva/nluatairlift2017
  15. 15. Easy Flexible Quality Why Microsoft Cognitive Services?
  16. 16. Free Azure Trial Try SQL Server 2016 http://aka.ms/trysql2016 http://aka.ms/tryazure Try Power BI http://powerbi.com Cortana Intelligence Services http://aka.ms/cortanaintelligence
  17. 17. Keep in touch with Microsoft Azure Try Azure for FREE now: https://azure.microsoft.com/free/

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