1. PFI 2013/03/28 () Preferred InfrastructureJubatus

2. l HIDO Shoheil TwitterID: @slal l l 2006-2012: IBM l () l l 2012-: l Jubatusl l l l 2l 3. Jubatus on Fire!l NHK Worldl Hadoop Summit 2013l 4/15 19:00- 2Jubatus(partake) 4. Agendal l l l 3l 5. 916,000views 6. 5, 4 , 20% R/Matlab/15% 3 2 Weka 1 0 , ,25% 20% Hadoop/NoSQL BI R DWH/BI/ , 5% , 15% 7. Google Trends5l l 7 8. Google Trends5l l + Obama 8 9. l Data Scientist: The Sexiest Job of the 21st Century l Thomas H. Davenport & D.J. Patil, Harvard Business Reviewl Sexy Little NumbersAmazon l l 12l 2013/3/30 l 2013/3/26 l 10. l https://www.facebook.com/DataScientist.jp 11. vs. l http://d.hatena.ne.jp/EulerDijkstra/20130315/1363318205l l l SPSSRl l l l 12. Agendal l l l l 1 13. 13 Gartner, 2012 14. 14 Gartner, 2012 15. ITl l l l 3l 3l 3l l l l l l l 3 16. l l l 16 17. l 18. l l l l Gartner, 2012 19. vs. l l 1,00010,000100,000 19 20. Agendal l l l 3l 21. PJl l l l l / 2 22. 2l l l l l 23. l l l l l l l 24. l l l ROI l l l 25. l l l l l l PrecisionRecalll l l l l PDCAl 26. Agendal l l l 3l 27. l l Q: l l l 28. l l l l l PDCA 29. 30. BusinessProjectUnderstanding ManagementCommunicationSkill 31. 3l (1) l (2) l (3) 32. Agendal l l l 3l 33. (1) l l l l or l or l Pl l or Precision or Recalll FROCAUCl l or l or 34. (2) l l l l MTG l l 35. (3) l l l l l l l l l l l Before/Afterl 36. () l CRISP-DM: Cross Industry Standard Process for Data Mining l l PMBOK: Project Management Body Of Knowledge l SIl BABOK: Business Analysis Body Of Knowledge l CRISP-DMwikipedia.org 37. 38. PFI 2013/12/xx Preferred InfrastructureJubatus 39. [ENIAC, 1946] wikipedia.org 40. [ w/ Hadoop+R+Weka, 2013] 41. 42. (PFI) Bazil: / Web 43.