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Intro to Microsoft Cognitive Services


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Slides from DevNexus in Atlanta GA showing Cognitive Services. Minus demos unfortunately! Best place to check all this out is

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Intro to Microsoft Cognitive Services

  1. 1. Intro to Microsoft Cognitive Services Amanda Lange Technical Evangelist Microsoft, Philadelphia
  2. 2. About Me
  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. Apps Powered by MS Cognitive Services
  6. 6. Bringing it all together The Seeing AI App Computer Vision, Image, Speech Recognition, NLP, and ML from Microsoft Cognitive Services Watch Video HereRead Blog Here
  7. 7. Cognitive Services Emotion Speaker Recognition Speech Custom Recognition Computer Vision Face Video Linguistic Analysis Language Understanding Bing Spell Check Entity Linking Knowledge Exploration Academic Knowledge Bing Image Search Bing Video Search Bing Web Search WebLM Text Analytics Recommendations Bing Autosuggest Bing News Search Translator
  8. 8. Computer Vision API Distill actionable information from images Video API Analyze, edit, and process videos within your app Face API Detect, identify, analyze, organize, and tag faces in photos Emotion API Personalize experiences with emotion recognition Vision
  9. 9. Updated Computer Vision API Content of Image: Categories v0: [{ “name”: “animal”, “score”: 0.9765625 }] V1: [{ "name": "grass", "confidence": 0.9999992847442627 }, { "name": "outdoor", "confidence": 0.9999072551727295 }, { "name": "cow", "confidence": 0.99954754114151 }, { "name": "field", "confidence": 0.9976195693016052 }, { "name": "brown", "confidence": 0.988935649394989 }, { "name": "animal", "confidence": 0.97904372215271 }, { "name": "standing", "confidence": 0.9632768630981445 }, { "name": "mammal", "confidence": 0.9366017580032349, "hint": "animal" }, { "name": "wire", "confidence": 0.8946959376335144 }, { "name": "green", "confidence": 0.8844101428985596 }, { "name": "pasture", "confidence": 0.8332059383392334 }, { "name": "bovine", "confidence": 0.5618471503257751, "hint": "animal" }, { "name": "grassy", "confidence": 0.48627158999443054 }, { "name": "lush", "confidence": 0.1874018907546997 }, { "name": "staring", "confidence": 0.165890634059906 }] Describe 0.975 "a brown cow standing on top of a lush green field“ 0.974 “a cow standing on top of a lush green field” 0.965 “a large brown cow standing on top of a lush green field”
  10. 10. Start coding
  11. 11.
  12. 12.
  13. 13. Speech Bing Spell Check API Detect and correct spelling mistakes within your app Language Understanding Intelligent Service Teach your apps to understand commands from your users Web Language Model API Leverage the power of language models trained on web-scale data Linguistic Analysis API Easily parse complex text with language analysis Text Analytics API Detect sentiment, key phrases, topics, and language from your text Language
  14. 14. Reduce labeling effort with interactive featuring Seamless integration to Speech API Deploy using just a few examples with active learning Supports 5 languages (English, Chinese, Italian, French, Spanish) Language Understanding Models
  15. 15. { “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 } ] } “News about flight delays” Language Understanding Models
  16. 16. Your conversation logic Logic Web Service Your Bot LUIS
  17. 17. Start coding
  18. 18. Developer Resources Preview Pricing Documentation Client SDKs (nodejs) Example Code Join Our Community
  19. 19. Thank you! • Amanda Lange • • @second_truth