データサイエンティストになるために

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データサイエンティストになるために

  1. 1. iAnalysis 1
  2. 2. iAnalysis iAnalysis 2
  3. 3. ©iAnalysis LLC All rights reserved 2011 3 24 Web http://ianalysis.jp/ 2-2-15 Twitter @iAnalysisLLC Facebook http://www.facebook.com/ianalysis
  4. 4. 4 http://ianalysis.jp/
  5. 5. Ph.D (2011), Statistician, Data Scientist, Data Miner cDNA R, SAS, SPSS, Visual C++, Ruby on Rails, Python 5
  6. 6. 2005 NPO (SAS) (R) 2007 2009 QOL 2009 2010 2010 2011 iAnalysis 2011 2011 2012 2013 2013 8 15 6
  7. 7. 2013/8/8 WEDGE2013 8 7
  8. 8. 8
  9. 9. 10
  10. 10. Google Amazon DeNA NEC iAnalysis 11
  11. 11. 12 DB
  12. 12. 13
  13. 13. 1. R 4 http://d.hatena.ne.jp/isseing333/20120330/1333113043 http://d.hatena.ne.jp/isseing333/20110608/1307540893 2. R Python MySQL Unix 3. Twitter http://ianalysis.jp/contact/index.html TokyoR TokyoWebmining Kdnuggets 4. KAGGLE 14
  14. 14. 16
  15. 15. StatsGuild http://www.stats-guild.com e 180
  16. 16. 18
  17. 17. 20 C++ d3.js UNIX
  18. 18. randomForest RPostgreSQL, RMYSQL, RMongo, RODBC, RSQLite plyr reshape2 forecast (stringr ) (lubridate ) (sqldf SQL ) (ggplot2 ) qcc party gbm randomForest survival caTools, Epi ROC AUC XLConnect R 21
  19. 19. @yokkuns 1 25 R 5 10 40 80 Twitter Googlegroup ATND https://groups.google.com/group/r-study-tokyo?hl=ja&pli=1 Nifty http://lab.sakaue.info/wiki.cgi/JapanR2010?page=%CA%D9%B6%AF%B2%F1%C8%AF%C9%BD%C6 %E2%CD%C6%B0%EC%CD%F7 23
  20. 20. isseing333 gepuro milionsmile teramonagi yokkuns teikaw horihiro dichika wdkz hamadakoichi doryokujin sas20yen bob3bob3 mikedewar kan_yukiko rindai87 a_bicky mihiog kos59125 smly iakiyama iAnalysisLLC hoxo_m AntiBayes 24 hiroue_harada mikado_hito Hiro_macchan phosphor_m triadsou _kohta fuzzysphere Door_intoSummer aad34210 tyatsuta sfchaos shima__shima sakaue yanaoki NPHard StatsGuild spssjapan
  21. 21. R advent calender 25 http://atnd.org/events/22039 R R 10 http://d.hatena.ne.jp/isseing333/20110917/1316231082 Facebook iAnalysis: http://www.facebook.com/ianalysis StatsGuild: http://www.facebook.com/StatsGuild.jp WebMining: http://www.facebook.com/WebMiningStudies KDnuggets: http://www.kdnuggets.com/ Data Science Central http://www.datasciencecentral.com/ http://ianalysis.jp/contact/index.html 25
  22. 22. @ 2012 7 21 1 2.4 2013 4 3 … 48 http://www.kaggle.com/competitions 28
  23. 23. 29 1,625
  24. 24. 30 50 https://
  25. 25. 1. R DataScience_ML1.csv y SVR 3 SVR SVR radial basis SVR 2. R 31
  26. 26. 32 10:00 12:00 13:00 15:00 16:00 18:00 13:00 15:00 SQL Python, unix, R R
  27. 27. Elemental of Statistical Learning Data Mining for Decision Making R R R 33
  28. 28. iAnalysis FEG Stats Guild IT B to C POS … 34
  29. 29. http://www.kdnuggets.com/jobs/12/03-17-facebook-data-scientist.html Python PHP 1 SQL R Matlab SAS Hadoop Hive 35
  30. 30. GLM SVM K R 37
  31. 31. 38 ianalysis.jp

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