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DFW meetup Cognitive services - parashar - feb 22

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Introduction to Cognitive Services API and Cortana Intelligence Suite along with Sentiment and Key Phrase analysis demo+workshop

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DFW meetup Cognitive services - parashar - feb 22

  1. 1. Stay ahead of the curve with Cortana Intelligence Suite Business apps Custom apps Sensors and devices People Automated systems Data Intelligence Cortana Intelligence Action Apps
  2. 2. Cortana Intelligence - Easily turn data into intelligent action Action People Automated Systems Apps Web Mobile Bots Intelligence Dashboards & Visualizations Cortana Bot Framework Cognitive Services Power BI Information Management Event Hubs Data Catalog Data Factory Machine Learning and Analytics HDInsight (Hadoop and Spark) Stream Analytics Intelligence Data Lake Analytics Machine Learning Big Data Stores SQL Data Warehouse Data Lake Store Data Sources Apps Sensors and devices Data Azure Analysis Services
  3. 3. Roll your own with REST APIs Simple to add: just a few lines of code required Integrate into the language and platform of your choice Breadth of offerings helps you find the right API for your app Built by experts in their field from Microsoft Research, Bing, and Azure Machine Learning Quality documentation, sample code, and community support Easy Flexible Tested GET A KEY
  4. 4. 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 Content Moderator Automated image, text, and video moderation
  5. 5. Speech Bing Speech API Convert speech to text and back again, and understand its intent Speaker Recognition API Give your app the ability to know who's talking Custom Recognition Intelligent Service Fine-tune speech recognition for anyone, anywhere
  6. 6. Speech Text Analytics API Detect sentiment, key phrases, topics, and language from your text Bing Spell Check API Detect and correct spelling mistakes within your app 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 Language Understanding Intelligent Service Teach your apps to understand commands from your users Language Translator Easily perform speech and text translation
  7. 7. LanguageKnowledge Knowledge Exploration Service Add interactive search over structured data to your project Entity Linking Service Contextually extend knowledge of people, locations, and events Recommendations API Provide personalized product recommendations for your customers Academic Knowledge API Explore relationships among academic papers, journals, and authors QnA Maker Distill information into conversational, easy-to-navigate answers
  8. 8. KnowledgeSearch Bing Web Search API Connect powerful search to your apps Bing Video Search API Trending videos, detailed metadata, and rich results Bing Autosuggest API Give your app intelligent autosuggest options for searches Bing Image Search API Bring advanced image and metadata search to your app Bing News Search API Link your users to robust and timely news searches
  9. 9. English, Spanish, French, and Portuguese English, Spanish, German, and Japanese English
  10. 10. Dataset from https://www.yelp.com/dataset_challenge
  11. 11. Sentiment Ya85v4eqdd6k9Od8HbQjyA score: 0.9825616 Happy Sentiment KPvLNJ21_4wbYNctrOwWdQ score: 0.6921195 Happy Sentiment fFSoGV46Yxuwbr3fHNuZig score: 0.9970066 Happy Sentiment pVMIt0a_QsKtuDfWVfSk2A score: 0.8801274 Happy Sentiment AEyiQ_Y44isJmNbMTyoMKQ score: 0.9438691 Happy Sentiment V-bqYx62zpxfH2oFkzXPzw score: 0.9590563 Happy Sentiment 3saY_LVFUpkAfd9t86VNdw score: 0.8669156 Happy Sentiment Di3exaUCFNw1V4kSNW5pgA score: 0.9886798 Happy Sentiment 0Lua2-PbqEQMjD9r89-asw score: 0.99714 Happy Sentiment 7N9j5YbBHBW6qguE5DAeyA score: 0.8711074 Happy Sentiment mjCJR33jvUNt41iJCxDU_g score: 0.9934099 Happy Sentiment kG7wxkBu62X6yxUuZ5IQ6Q score: 0.6694081 Happy Sentiment XsA6AojkWjOHA4FmuAb8XQ score: 0.8434488 Happy Sentiment rkD7UDbQ9VM3Va6bI-eBHQ score: 0.4060779 Unhappy Sentiment WExNE-f93SL4D1q8s9QWKg score: 0.07277276 Unhappy
  12. 12. Key phrases Ya85v4eqdd6k9Od8HbQjyA: patties, Subway, Italian Hoagie, Mr Hoagie, good Key phrases KPvLNJ21_4wbYNctrOwWdQ: tradition, great place, Superb customer service, Excellent Key phrases fFSoGV46Yxuwbr3fHNuZig: hoggies, daily specials, ice cream, fresh veggies, Key phrases pVMIt0a_QsKtuDfWVfSk2A: pizza, Italian hoagie, failure, Pre-formed crust, Friendly Key phrases AEyiQ_Y44isJmNbMTyoMKQ: onion hoagie, better hoagie, steak hoagie, best Key phrases V-bqYx62zpxfH2oFkzXPzw: Italian hoagie, fresh onions, tomato, Steak hoagie, Key phrases 3saY_LVFUpkAfd9t86VNdw: meat, inside, needs updated, good toasted hoagie, Key phrases Di3exaUCFNw1V4kSNW5pgA: Wednesday night, Wing Night, place n'at, seasoned Key phrases 0Lua2-PbqEQMjD9r89-asw: garlic butter wings, wet Cajun sauce, past Key phrases 7N9j5YbBHBW6qguE5DAeyA: hot sauce, franks red hot, good size, Key phrases mjCJR33jvUNt41iJCxDU_g: Great place, great Pittsburgh style fish sandwich, Key phrases kG7wxkBu62X6yxUuZ5IQ6Q: prices, service, overhyped establishment, Allegheny County, Beer Key phrases XsA6AojkWjOHA4FmuAb8XQ: golf range, grass range, Decent range, US Key phrases rkD7UDbQ9VM3Va6bI-eBHQ: driving range, clean balls, buckets of balls, Key phrases WExNE-f93SL4D1q8s9QWKg: drawers, drinks, course, grass tees, absolute garbage,
  13. 13. Quickly build powerful integration solutions • Create business processes and workflows visually • Integrate with SaaS and enterprise applications • Unlock value from on-premises and cloud applications
  14. 14. Process events with a serverless code architecture • An event-based serverless compute experience to accelerate your development. • It can scale based on demand and you pay only for the resources you consume.
  15. 15. https://www.microsoft.com/cognitive-services https://www.microsoft.com/cognitive-services/en-us/documentation https://www.microsoft.com/cognitive-services/en-us/text-analytics-api https://azure.microsoft.com/en-us/documentation/articles/cognitive-services-text-analytics-quick-start/ https://gallery.cortanaintelligence.com/Experiment/Use-Microsoft-Cognitive-Services-Text-Analytics-API-1 https://text-analytics-demo.azurewebsites.net/Home/SampleCode https://community.powerbi.com/t5/Community-Blog/Sentiment-Analysis-in-Power-BI/ba-p/55898 https://azure.microsoft.com/en-us/services/logic-apps/ https://azure.microsoft.com/en-us/services/functions/ https://gallery.cortanaintelligence.com/ https://www.youtube.com/watch?v=aEBi4OpXU4Q
  16. 16. © 2017 Microsoft Corporation. All rights reserved.

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