Upgrade to Pro — share decks privately, control downloads, hide ads and more …

データ分析の世界で今後必要とされる役割 「Purple People」とは

データ分析の世界で今後必要とされる役割 「Purple People」とは

06986333d704c400f7a2053994058e6e?s=128

tama-chang

July 27, 2022
Tweet

More Decks by tama-chang

Other Decks in Technology

Transcript

  1. σʔλ෼ੳͷੈքͰࠓޙඞཁͱ͞ΕΔ໾ׂ ʮ1VSQMF1FPQMFʯͱ͸  ΞϥΠΞϯε౷ׅ෦ۄҪྭ

  2. ࣗݾ঺հ  ۄҪྭʢλϚΠϨΠʣ w ಸྑݝग़਎ w େࡕ෎ࡏॅ w ࠷ۙͷχϡʔε w

    ΦΧϯ  ͕ΫϥϦωοτ Λश͍࢝Ίͨ
  3. ͦ͏ͩɺژ౎΁ߦ͜͏ 

  4. #3*"/&/0".#*&/5,:050  https://ambientkyoto.com/

  5. #3*"/&/0".#*&/5,:050 

  6. #3*"/&/0".#*&/5,:050 

  7. #3*"/&/0".#*&/5,:050  Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ

  8. #3*"/&/0".#*&/5,:050 

  9. #3*"/&/0".#*&/5,:050  Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ

  10. #3*"/&/0".#*&/5,:050  https://www.tokyoartbeat.com/articles/-/brianenokyoto_report_20220603

  11. ੺ ੨ࢵ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/

  12. ࢓ࣄͷྫ͑ʹ࢖͏ʁ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़

  13. ࢓ࣄͷྫ͑ʹ࢖͏ʁ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ Purple People

  14.  Purple Peopleͱ͸ʁ

  15. ॳग़ɿ೥݄೔  https://tdwi.org/Blogs/TDWI-Blog/2010/04/Purple-People.aspx

  16. ݴ͍ग़ͬ͠΃ɿ8BZOF&DLFSTPO  https://www.eckerson.com/experts/wayne-eckerson

  17. εϓγΛൽ೑Δ8BZOF&DLFSTPO  https://web.archive.org/web/20071012000401/http://www.tdwi.org/display.aspx?ID=7167

  18. εϓγΛൽ೑Δ8BZOF&DLFSTPO  https://web.archive.org/web/20071012000401/http://www.tdwi.org/display.aspx?ID=7167 2002೥

  19. ݪ৭ͦΕͧΕಠཱ͍ͯ͠Δ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़

  20. ݪ৭ͦΕͧΕಠཱ͍ͯ͠Δ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ ۀք Χϧνϟʔ ΩϟϦΞ

    ্࢘ ۀք Χϧνϟʔ ΩϟϦΞ ্࢘
  21. ྆ํ͕ࠞͬͨ͟ਓ͕ඞཁ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People

  22. σʔλ෼ੳͱ͸ԿͷͨΊʹ΍Δͷ͔  w σʔλ෼ੳ͸Ϗδωεͷٙ໰ʹ౴͑ΔͨΊͷ৘ใΛఏ ڙ͢Δ͜ͱ w σʔλ෼ੳج൫΍μογϡϘʔυΛ։ൃ͢Δ͜ͱ͕໨ తͰ͸ͳ͍ w σʔλ෼ੳ͸ଞͷ*5෼໺Ҏ্ʹϏδωεཧղ͕ඞཁ

  23. 1VSQMF1FPQMFͷ໾ׂ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ ◦ Ϗδωεཁ݅ͷఆٛ ×

    ෼ੳج൫ͷઃܭ × Ϗδωεཁ݅ͷఆٛ ◦ ෼ੳج൫ͷઃܭ
  24. 1VSQMF1FPQMFͷ໾ׂ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People

  25. 1VSQMF1FPQMFͷ໾ׂ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωεଆʹɺ ITٕज़ΛͲͷΑ ͏ʹ࢖͑͹͍͍ ͷ͔ڭ͑Δ ITٕज़ଆ͕ཧ

    ղͰ͖ΔΑ͏ ʹϏδωεଆ ͷݴ༿Λม׵ ͢Δ
  26.  ੲͷPurple People

  27. ણҡ޻ۀͷދɿ'SBODJT$BCPU-PXFMM  https://www.youtube.com/watch?v=lKd864WKOug

  28. ણҡ޻ۀͷދɿ'SBODJT$BCPU-PXFMM  w Ϙετϯ޻ۀձࣾΛઃཱɺ େܕͷ໦໖޻৔Λ্ཱͪ͛ Δ w ঁੑਓͰ୆ૢ࡞Ͱ͖Δ ըظతͳྗ৫ػΛಋೖ w

    ख৫ػΛۦஞ͢Δ w ͗ͯ͢͢͝ொͷ໊લʹͳΔ
  29. ੈلͷ1VSQMF1FPQMFɿ1BVM.PPEZ  w ࡀ͔Β৫޻ͱͯ͠Ωϟ ϦΞελʔτ w ࡀͰϩʔ΢Σϧͱྗ৫ ػΛ։ൃ͢Δ w ϩʔ΢ΣϧͷϏδωεཁ

    ݅Λྗ৫ػʹམͱ͠ࠐΉ https://en.wikipedia.org/wiki/Paul_Moody_(inventor)
  30.  ݱ୅ͷσʔλ෼ੳʹ͓͚ΔPurple People

  31. σʔλ෼ੳº1VSQMF1FPQMF  ΋͏ྩ࿨΍Ͱʁ ϙʔϧɾϜʔσΟ

  32. σʔλ෼ੳº1VSQMF1FPQMF  ʂʁ ϙʔϧɾϜʔσΟ

  33. σʔλ෼ੳº1VSQMF1FPQMF  8FUIFQVSQMFQFPQMF ECUMBCT !?

  34. 8FUIFQVSQMFQFPQMF  https://www.getdbt.com/blog/we-the-purple-people/

  35. σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ௃   ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ

  36. ෦ॺຖʹ՝୊͕͋Δ  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦

  37. ෦ॺຖʹ՝୊͕͋Δ  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ച্σʔλ͕ଟ͗ͯ͢෼ੳͰ͖ͳ͍… ࢪࡦͷޮՌΛӦۀ෦ͷσʔλΛ࢖ͬͯଌఆ͍ͨ͠… ࣗ෦ॺͷσʔλ෼ੳΛऔΓೖΕͯΈ͍ͨ…

  38. ෦ॺຖʹ՝୊͕͋Δ  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ച্σʔλ͕ଟ͗ͯ͢෼ੳͰ͖ͳ͍… ࢪࡦͷޮՌΛӦۀ෦ͷσʔλΛ࢖ͬͯଌఆ͍ͨ͠… ࣗ෦ॺͷσʔλ෼ੳΛऔΓೖΕͯΈ͍ͨ…

  39. 1VSQMF1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ

  40. 1VSQMF1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ σʔλ੔ཧΛࢧԉ͢ΔͰ ॿ͔ΔΘʙ

  41. 1VSQMF1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ Ӧۀ σʔλ ࢖ͬͯ͑͑ͷΜ…ʁ ͑͑Ͱ

    ૊৫શମͰ࢖͑Δ͔͍͞
  42. 1VSQMF1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ σʔλ෼ੳͷ࢝Ίํ …ڭ͑ͨΖ͔ʁ ϊ΢ϋ΢ ͑Βͦ͏΍ͳ…

    Ͱ΋ڭ͑ͯ
  43. σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ௃   ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ  ਅͷδΣωϥϦετͰ͋Δ

  44. 5ܕਓࡐ 

  45. 5ܕਓࡐ  ஌ࣝɾεΩϧͷ෯ ઐ໳ੑ

  46. 1VSQMF1FPQMFͷ৔߹  ஌ࣝɾεΩϧͷ෯

  47. 1VSQMF1FPQMFͷ৔߹  • ྑ͍ҙຯͰઐ໳ੑΛ࣋ͨͳ͍ʢҰ఺ूதܕʹͳΒͳ͍ʣ • ͦͷ࣌ͷ໨ͷલͷϏδωε՝୊ʹूத͢Δ • ଟछଟ༷ͳϏδωε՝୊Λղܾ͢Δ ஌ࣝɾεΩϧͷ෯

  48. σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF1FPQMFͷಛ௃   ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ  ਅͷδΣωϥϦετͰ͋Δ  ଟ༷ੑ

  49. 1VSQMF5FBNͱ͍͏΋ͷΛߟ͑ͨ࣌  w ҙਤతʹଟ༷ੑʹ෋Μͩϝϯόʔ w ٕज़ʹڧΊɺίϛϡྗɺۀ຿ཧղɺFUD w ʮଟ༷ͳϏδωε՝୊ʯΛղܾ͢ΔͨΊ

  50.  Purple People͕׆༂Ͱ͖Δσʔλ෼ੳج൫

  51. ͣ͹Γ  Modern Data Stack

  52. ۃݶ·ͰΫϥ΢υʹ΍ΒͤΔ 

  53. πʔϧͰग़དྷͳ͍͜ͱΛ୲౰͢Δ  w 1VSQMF1FPQMF͸ಉ͜͡ͱΛ܁Γฦ͞ͳ͍ w 1VSQMF1FPQMF͸πʔϧαʔϏεʹґଘ͠ͳ͍ w ٕज़͸ৗʹมΘΓଓ͚Δ

  54. ࠶ܝ  Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ

  55. มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ  ࢲ͸ۚଐ੡ͷࣃंͷ୅ΘΓʹֵ੡ͷϕϧτΛ࢖͏ͱ͍͏ػߏΛ։ൃ͠ɺ ͦΕ͸ถࠃதʹ޿·ͬͨɻ ϙʔϧɾϜʔσΟ

  56. มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ  ͜ͷػߏ͸ۚଐ੡ͷࣃंΛ࢖͏ΑΓܦࡁతͰɺϝϯςφϯε΋গͳͯ͘ ࡁΜͩɻ׬ᘳͰ͋Δɻ ϙʔϧɾϜʔσΟ

  57. มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ  ͔͠͠ɺͦͷޙɺϩʔϓυϥΠϒํࣜͱ͍͏΋ͷʹऔͬͯ୅ΘΒΕͨʜɻ ٕज़͸ɺΑΓ༏Εͨ΋ͷʹɺ͍ͣΕมΘΔ΋ͷͩʜɻ ϙʔϧɾϜʔσΟ

  58. มԽ͢Δ͜ͱΛڪΕͳ͍Ͱ  େࣄͳͷ͸ٕज़ͦͷ΋ͷͰ͸ͳ͘ɺٕज़Λ࢖͏ଆͩɻ গ೥ΑɺมԽ͢Δ͜ͱΛڪΕΔͳ ϙʔϧɾϜʔσΟ

  59. None