Machine Learning APIschris@mashape.comWednesday, May 29, 13
Yahoo acquires Summly for $30MWednesday, May 29, 13
Google acquires Wavii for $30MWednesday, May 29, 13
Facebook Graph searchWednesday, May 29, 13
Applying NLP + ML to social mediaWednesday, May 29, 13
Bridging the gap through APIsWednesday, May 29, 13
Summarization(Image: from Lexalytics)Wednesday, May 29, 13
Stemming andLemmatizationWord: “Produced”Lemma: “Produce”Stem:“Produc-”Wednesday, May 29, 13
Face detection/recognitionWednesday, May 29, 13
Language detection/translationWednesday, May 29, 13
Sentiment AnalysisImage: from Cloudave.comWednesday, May 29, 13
Recommender systemWednesday, May 29, 13
Word-sense DisambiguationWednesday, May 29, 13
Named entity recognition (NER)• Jim bought 300 shares of Acme Corp in 2006• <ENAMEX TYPE=”PERSON”>Jim</ENAMEX>bought<NUMEX...
ClassificationImage: from AlchemyAPIWednesday, May 29, 13
Part of speech taggingWednesday, May 29, 13
Chunking or shallow parsingWednesday, May 29, 13
How to build your own summarizer toolSource: http://thetokenizer.comWednesday, May 29, 13
ML Open Source SoftwareWednesday, May 29, 13
Twilio phone translator• SMS message to (415) - 9929984• Example:“We need a Google Glass at somepoint DE”• You will get an...
What is Mashape?• A marketplace for buyers and sellers of APIaccess• “Affiliate program” for API providers (revshare model)...
Get the links! chris@mashape.com• http://thetokenizer.com/2013/04/28/build-your-own-summary-tool/• http://blog.mashape.com...
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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

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Gluecon 2013 Mashape presentation - Machine Learning APIs

  1. 1. Machine Learning APIschris@mashape.comWednesday, May 29, 13
  2. 2. Yahoo acquires Summly for $30MWednesday, May 29, 13
  3. 3. Google acquires Wavii for $30MWednesday, May 29, 13
  4. 4. Facebook Graph searchWednesday, May 29, 13
  5. 5. Applying NLP + ML to social mediaWednesday, May 29, 13
  6. 6. Bridging the gap through APIsWednesday, May 29, 13
  7. 7. Summarization(Image: from Lexalytics)Wednesday, May 29, 13
  8. 8. Stemming andLemmatizationWord: “Produced”Lemma: “Produce”Stem:“Produc-”Wednesday, May 29, 13
  9. 9. Face detection/recognitionWednesday, May 29, 13
  10. 10. Language detection/translationWednesday, May 29, 13
  11. 11. Sentiment AnalysisImage: from Cloudave.comWednesday, May 29, 13
  12. 12. Recommender systemWednesday, May 29, 13
  13. 13. Word-sense DisambiguationWednesday, May 29, 13
  14. 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. 15. ClassificationImage: from AlchemyAPIWednesday, May 29, 13
  16. 16. Part of speech taggingWednesday, May 29, 13
  17. 17. Chunking or shallow parsingWednesday, May 29, 13
  18. 18. How to build your own summarizer toolSource: http://thetokenizer.comWednesday, May 29, 13
  19. 19. ML Open Source SoftwareWednesday, May 29, 13
  20. 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. 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. 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

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