Making AI easy with Azure Cognitive services
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opening presentation of Global Azure Bootcamp Amsterdam 2018 on Azure Cognitive Services & AI
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Making AI easy with Azure Cognitive services
- 1. Making AI easy with Azure Cognitive Services Geert van der Cruijsen Think ahead. Act now.
- 2. About Geert Geert van der Cruijsen Mobile First Cloud First Architect Xpirit Netherlands @geertvdc – geert@vdcruijsen.net
- 3. AI is the biggest new hype in software development Should I care when I’m just building my applications?
- 4. AI HYPE
- 5. AI HYPE
- 6. But AI is not new
- 7. AI IS NOT NEW Alan Turing Invited the Turing test in 1950
- 8. AI IS NOT NEW Captcha’s Are reverse Turing tests
- 9. AI IS NOT NEW Marvin Minsky The “father” or AI
- 10. AI IS NOT NEW 1955 Dartmouth Research Project
- 11. REASONING KNOWLEDGE REPRESENTATION PLANNING (INCLUDING NAVIGATION) NATURAL LANGUAGE PROCESSING PERCEPTION AI IS NOT NEW – DARTMOUTH RESEARCH PROJECT
- 12. REASONING KNOWLEDGE REPRESENTATION PLANNING (INCLUDING NAVIGATION) NATURAL LANGUAGE PROCESSING PERCEPTION AI IS NOT NEW – DARTMOUTH RESEARCH PROJECT GENERALIZED INTELLIGENCE
- 13. General Intelligence is still far away
- 14. And maybe that’s a good thing
- 15. Why AI now?
- 16. WHY AI NOW? The arrival of machine learning Performance for decades-old challenges has been transformed Image recognition Speech recognition October 2016 Microsoft researchers reach human parity in conversational speech recognition
- 17. Let’s do a small test How many dogs can you find in 2 seconds?
- 19. How many did you count? Did anyone find all 10?
- 20. WHY AI NOW? Old way: Rules • Build systems to look for ears, noses, legs, fur… • Hire linguists and write grammar rules New way: 2012 Machine Learning • Huge catalogue of images (way more data) • Huge computing power • Over time it learns rather than need rules
- 21. Microsoft Cognitive Services Lets see what we can do infuse our apps with AI
- 22. Machine Learning as a Service Cognitive services are trained models ready to use MICROSOFT COGNITIVE SERVICES
- 23. MICROSOFT COGNITIVE SERVICES Language LUIS Spell Check Linguistic Analysis Text Analytics Translator Web Language Model Vision Computer Vision Content Moderator Emotion Face Video Video Indexer Speech Speech Speaker Recognition Translator Custom Search Autosuggest Image News Video Web Custom Knowledge Academic Entity Linking Exploration QnA Maker Recommendations Bot Framework
- 24. Inspirational use cases What kind of ideas can you steal/borrow and add to your own applications MICROSOFT COGNITIVE SERVICES
- 25. INSPIRATION: VISION UBER: Driver verification using vision API
- 26. INSPIRATION: SPEECH Speech to Text Build your own personal assistant or voice recorder
- 27. INSPIRATION: LANGUAGE Spell check User input
- 29. About Geert Thank you! https://mobilefirstcloudfirst.net @geertvdc – geert@vdcruijsen.net
Notes de l'éditeur
- 5 things MIMIC human behavior
- Machien learning for everyone!!
- Pricing calculator Azure portal Hotdog app Face / emotion api Custom vision Techdays app Custom vision local