データ分析の世界で今後必要とされる役割 「Purple People」とは

Transcript

1. σʔλ෼ੳͷੈքͰࠓޙඞཁͱ͞ΕΔ໾ׂ
   ʮ1VSQMF
   1FPQMFʯͱ͸  ΞϥΠΞϯε౷ׅ෦
   ۄҪྭ
2. ࣗݾ঺հ  ۄҪ
   ྭʢλϚΠ
   ϨΠʣ
   w ಸྑݝग़਎
   w େࡕ෎ࡏॅ
   w ࠷ۙͷχϡʔε
   w ΦΧϯ  ͕ΫϥϦωοτ Λश͍࢝Ίͨ
   
3. ͦ͏ͩɺژ౎΁ߦ͜͏ 
4. #3*"/
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   ".#*&/5
   ,:050  https://ambientkyoto.com/
5. #3*"/
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6. #3*"/
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7. #3*"/
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   ,:050  Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ
8. #3*"/
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9. #3*"/
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   ".#*&/5
   ,:050  Ώͬ͘Γ͕ͩɺ ৗʹมΘΓଓ͚͍ͯΔ
10. #3*"/
    &/0
    ".#*&/5
    ,:050  https://www.tokyoartbeat.com/articles/-/brianenokyoto_report_20220603
11. ੺
    
    ੨
    
    ࢵ  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. 1VSQMF
    1FPQMFͷ໾ׂ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Ϗδωε ٕज़ ◦ Ϗδωεཁ݅ͷఆٛ × ෼ੳج൫ͷઃܭ × Ϗδωεཁ݅ͷఆٛ ◦ ෼ੳج൫ͷઃܭ
24. 1VSQMF
    1FPQMFͷ໾ׂ  http://zokei fi le.musabi.ac.jp/%E4%B8%89%E5%8E%9F%E8%89%B2/ Purple People
25. 1VSQMF
    1FPQMFͷ໾ׂ  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. ੈلͷ1VSQMF
    1FPQMFɿ1BVM
    .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෼ੳ
    º
    1VSQMF
    1FPQMF  ΋͏ྩ࿨΍Ͱʁ ϙʔϧɾϜʔσΟ
32. σʔλ෼ੳº1VSQMF
    1FPQMF  ʂʁ ϙʔϧɾϜʔσΟ
33. σʔλ෼ੳº1VSQMF
    1FPQMF  8F
    UIF
    QVSQMF
    QFPQMF ECU
    MBCT !?
34. 8F
    UIF
    QVSQMF
    QFPQMF  https://www.getdbt.com/blog/we-the-purple-people/
35. σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF
    1FPQMFͷಛ௃   ૊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. 1VSQMF
    1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ
40. 1VSQMF
    1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ σʔλ੔ཧΛࢧԉ͢ΔͰ ॿ͔ΔΘʙ
41. 1VSQMF
    1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ Ӧۀ
    σʔλ ࢖ͬͯ͑͑ͷΜ…ʁ ͑͑Ͱ ૊৫શମͰ࢖͑Δ͔͍͞
42. 1VSQMF
    1FPQMF͸αΠϩԽΛյ͢  Ӧۀ෦ ϚʔέςΟϯά෦ ঎඼։ൃ෦ ύϙϐϙ σʔλ෼ੳͷ࢝Ίํ …ڭ͑ͨΖ͔ʁ ϊ΢ϋ΢ ͑Βͦ͏΍ͳ… Ͱ΋ڭ͑ͯ
43. σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF
    1FPQMFͷಛ௃   ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ
     ਅͷδΣωϥϦετͰ͋Δ
44. 5ܕਓࡐ 
45. 5ܕਓࡐ  ஌ࣝɾεΩϧͷ෯ ઐ໳ੑ
46. 1VSQMF
    1FPQMFͷ৔߹  ஌ࣝɾεΩϧͷ෯
47. 1VSQMF
    1FPQMFͷ৔߹  • ྑ͍ҙຯͰઐ໳ੑΛ࣋ͨͳ͍ʢҰ఺ूதܕʹͳΒͳ͍ʣ • ͦͷ࣌ͷ໨ͷલͷϏδωε՝୊ʹूத͢Δ • ଟछଟ༷ͳϏδωε՝୊Λղܾ͢Δ ஌ࣝɾεΩϧͷ෯
48. σʔλ෼ੳνʔϜʹ͓͚Δ1VSQMF
    1FPQMFͷಛ௃   ૊৫ͷίϯςΩετΛશମʹڞ༗͢Δ
     ਅͷδΣωϥϦετͰ͋Δ
     ଟ༷ੑ
49. 1VSQMF
    5FBNͱ͍͏΋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 1VSQMF
    1FPQMF͸ಉ͜͡ͱΛ܁Γฦ͞ͳ͍
    w 1VSQMF
    1FPQMF͸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