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Gluecon 2013 Mashape presentation - Machine Learning APIs
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Gluecon 2013 Mashape presentation - Machine Learning APIs

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The slides are accompanied by tons of demos and links which you can find here - http://blog.mashape.com/post/51674274488/gluecon-2013-mashape-demos-and-links-on-machine

The slides are accompanied by tons of demos and links which you can find here - http://blog.mashape.com/post/51674274488/gluecon-2013-mashape-demos-and-links-on-machine

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Transcript

  • 1. Machine Learning APIschris@mashape.comWednesday, May 29, 13
  • 2. Yahoo acquires Summly for $30MWednesday, May 29, 13
  • 3. Google acquires Wavii for $30MWednesday, May 29, 13
  • 4. Facebook Graph searchWednesday, May 29, 13
  • 5. Applying NLP + ML to social mediaWednesday, May 29, 13
  • 6. Bridging the gap through APIsWednesday, May 29, 13
  • 7. Summarization(Image: from Lexalytics)Wednesday, May 29, 13
  • 8. Stemming andLemmatizationWord: “Produced”Lemma: “Produce”Stem:“Produc-”Wednesday, May 29, 13
  • 9. Face detection/recognitionWednesday, May 29, 13
  • 10. Language detection/translationWednesday, May 29, 13
  • 11. Sentiment AnalysisImage: from Cloudave.comWednesday, May 29, 13
  • 12. Recommender systemWednesday, May 29, 13
  • 13. Word-sense DisambiguationWednesday, May 29, 13
  • 14. Named entity recognition (NER)• Jim bought 300 shares of Acme Corp in 2006• <ENAMEX TYPE=”PERSON”>Jim</ENAMEX>bought<NUMEXTYPE=”QUANTITY”>300</NUMEX>shares of<ENAMEXTYPE=”ORGANIZATION”>Acme Corp.</ENAMEX> in <TIMEXTYPE=”DATE”>2006</TIMEX>.Wednesday, May 29, 13
  • 15. ClassificationImage: from AlchemyAPIWednesday, May 29, 13
  • 16. Part of speech taggingWednesday, May 29, 13
  • 17. Chunking or shallow parsingWednesday, May 29, 13
  • 18. How to build your own summarizer toolSource: http://thetokenizer.comWednesday, May 29, 13
  • 19. ML Open Source SoftwareWednesday, May 29, 13
  • 20. Twilio phone translator• SMS message to (415) - 9929984• Example:“We need a Google Glass at somepoint DE”• You will get an SMS translation + callWednesday, May 29, 13
  • 21. What is Mashape?• A marketplace for buyers and sellers of APIaccess• “Affiliate program” for API providers (revshare model)• Helps developers discover, test, andconsume APIsWednesday, May 29, 13
  • 22. Get the links! chris@mashape.com• http://thetokenizer.com/2013/04/28/build-your-own-summary-tool/• http://blog.mashape.com/post/49307674943/web-enable-your-research-project-with-an-api• https://www.mashape.com/ismaelc/summarizer-tool#!documentation• http://mloss.org/software/• https://www.mashape.com/agibsonccc/semantic-analytics#!endpoint-Language-detection• https://www.mashape.com/lambda/face-recognition#!documentation• http://jsfiddle.net/ismaelc/fgq7L• http://worldchat.io/• https://www.mashape.com/nsure-io/profanity#!documentation• https://www.mashape.com/search?query=captcha• https://www.mashape.com/algorithms-io/recommendation-engine#!documentationWednesday, May 29, 13