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Cognitive IBM Watson Services for Bluemix Developers

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Cognitive IBM Watson Services for Bluemix Developers

https://www.ibm.com/smarterplanet/us/en/ibmwatson/developercloud/

http://heidloff.net/article/ibm-watson-samples-get-started

Publié dans : Logiciels
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Cognitive IBM Watson Services for Bluemix Developers

  1. 1. Cognitive IBM Watson Services for Bluemix Developers Niklas Heidloff Developer Advocate for IBM Bluemix @nheidloff March 2016
  2. 2. What are Cognitive Services?CognitiveServices • Natural interaction with humans – For example speech and emotions – Not only used by web applications, but also in physical world • Processing of semi-structured data and big amounts of data – For example language classifications and image recognitions • Trained and continuously improved via machine and deep learning – For example search (retrieve and rank) – Leverages context to improve service qualities
  3. 3. CognitiveServices
  4. 4. DialogDialog • Enables your application to use natural language to converse with users • Demo: Minecraft
  5. 5. Dialog
  6. 6. Dialog
  7. 7. Dialog
  8. 8. Dialog
  9. 9. NaturalLanguageClassifier • Performs natural language classification on question texts • Demo: http://natural-language-classifier-demo.mybluemix.net/ Natural Language Classifier
  10. 10. NaturalLanguageClassifier
  11. 11. DialogandNLC • Gives your users an engaging experience with your application by guiding them through a series of tasks in natural language - rather than a long form • Demo: https://conversational-agent-application-starter- kit.mybluemix.net Dialog and Natural Language Classifier
  12. 12. DialogandNLC
  13. 13. DialogandNLC
  14. 14. SpeechRecognition • Converts the human voice into the written word • Demo: Anki Overdrive cars • Demos: https://speech-to-text-demo.mybluemix.net/ https://audio-analysis-application-starter-kit.mybluemix.net/ https://text-to-speech-demo.mybluemix.net/ Speech Recognition
  15. 15. SpeechRecognition
  16. 16. SpeechRecognition IBM Bluemix Demo with Anki Overdrive Cars
  17. 17. Speech RecognitionSpeechRecognition • IBM Watson IoT Platform • Node-RED • IBM Watson Speech to Text service • IBM Watson Natural Language Classifier service • https://github.com/IBM-Bluemix/node-mqtt-for-anki-overdrive • https://github.com/IBM-Bluemix/sphero-bluemix-speech • http://heidloff.net/article/steering-anki-overdrive-cars-speech- recognition-bluemix-watson
  18. 18. SpeechRecognition
  19. 19. SpeechRecognition
  20. 20. FaceRecognition • Returns the position, age, gender, and, in the case of celebrities, the identities of the people in the photo • Demo: Selfie Drone • Demo: http://vision.alchemy.ai/ Face Recognition
  21. 21. FaceRecognition
  22. 22. FaceRecognition
  23. 23. VisualRecognition • Analyzes the visual content of images and videos to understand their content without requiring a textual description • Demo: Thumbs up • Demo: https://visual-recognition-demo.mybluemix.net/ Visual Recognition
  24. 24. VisualRecognition
  25. 25. VisualRecognition
  26. 26. PersonalityInsights • Derives insights from transactional and social media data to identify psychological traits • Demo: Minecraft • Demo: https://watson-pi-demo.mybluemix.net/ Personality Insights
  27. 27. PersonalityInsights
  28. 28. LanguageTranslation • Translates text from one language to another for specific domains • Demo: http://language-translation-demo.mybluemix.net/ • Demo: Customization Language Translation
  29. 29. LanguageTranslation
  30. 30. LanguageTranslation
  31. 31. LanguageTranslation
  32. 32. ToneAnalyzer • Helps people detect, understand and revise the language tones of emotions, social propensities and writing styles from their writings • Demo: https://tone-analyzer-demo.mybluemix.net/ • Demo: Chrome Extension for Wordpress Tone Analyzer
  33. 33. ToneAnalyzer
  34. 34. ToneAnalyzer
  35. 35. Alchemy LanguageAlchemyLanguage • Offers 12 API functions as part of its text analysis service, each of which uses sophisticated natural language processing techniques to analyze your content and add high-level semantic information • Demo: http://www.alchemyapi.com/products/demo/alchemylanguage
  36. 36. Alchemy LanguageAlchemyLanguage curl -G "http://gateway- a.watsonplatform.net/calls/url/URLGetCombinedData?extract=enti ty,doc- sentiment,author,concept&apikey=[YOUR_API_KEY]&sentiment= 1&outputMode=json&url=http://heidloff.net/article/worker-safety- demo-watson-iot-platform"
  37. 37. AlchemyLanguage
  38. 38. Alchemy Data NewsAlchemyDataNews • Provides news and blog content enriched with natural language processing to allow for highly targeted search and trend analysis • Demos: http://querybuilder.alchemyapi.com/builder https://business-intelligence-application-starter- kit.mybluemix.net/
  39. 39. Alchemy Data NewsAlchemyDataNews curl -G "https://access.alchemyapi.com/calls/data/GetNews?apikey=[YOU R_API_KEY]&return=enriched.url.title,enriched.url.url,enriched.url. author,enriched.url.publicationDate,enriched.url.enrichedTitle.doc Sentiment&start=now- 2d&end=now&q.enriched.url.enrichedTitle.entities.entity=|text=IBM ,type=company|&q.enriched.url.enrichedTitle.docSentiment.type=p ositive&count=25&outputMode=json"
  40. 40. AlchemyDataNews
  41. 41. Tradeoff AnalyticsTradeoffAnalytics • Helps make better choices under multiple conflicting goals. Combines smart visualization and recommendations for tradeoff exploration • Demo: http://tradeoff-analytics-demo.mybluemix.net/
  42. 42. TradeoffAnalytics
  43. 43. Concept InsightsConceptInsights • Explores the concepts behind your input, identifying associations beyond traditional text matching • Demo: Eclipse FAQ • Demo: https://concept-insights-demo.mybluemix.net/
  44. 44. ConceptInsights
  45. 45. ConceptInsights
  46. 46. ConceptInsights
  47. 47. Retrieve and RankRetrieveandRank • Adds machine learning enhanced search capabilities to your application • Demo: http://retrieve-and-rank-demo.mybluemix.net/rnr-demo/dist/#/
  48. 48. RetrieveandRank
  49. 49. CognitiveRobots
  50. 50. DevelopmentDevelopment • Watson Developer Cloud: https://www.ibm.com/smarterplanet/us/en/ibmwatson/developer cloud/ • Watson Developer Cloud on GitHub: https://github.com/watson-developer-cloud • Samples: https://www.ibm.com/smarterplanet/us/en/ibmwatson/developer cloud/gallery.html
  51. 51. DevelopmentDevelopment • REST APIs: https://www.ibm.com/smarterplanet/us/en/ibmwatson/developer cloud/retrieve-and-rank/api/v1/ • Node SDK: https://github.com/watson-developer-cloud/node-sdk • Java SDK: https://github.com/watson-developer-cloud/java-sdk
  52. 52. Feedback is highly appreciated! @nheidloff Niklas Heidloff Developer Advocate for IBM Bluemix @nheidloff March 2016

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