WILDCAT SDKは量子コンピュータビジネスの味方となるのか！？

2018年9月18日にPyCon JP 2018（https://pycon.jp/2018）で発表したスライドです。
https://pycon.jp/2018/event/sessions/

Transcript

1. XJMEDBUTEL͸
   ྔࢠίϯϐϡʔλʔϏδωε
   ͷຯํʹͳΔͷ͔ʂʁ
   ͋΂Μ΂Μ
   1ZDPO+1
   

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2. ͋΂Μ΂Μ
   ৬ۀɿۚ༥*5ςΫϊϩδετ
   5XJUUFSɿ!BCFOCFO
   ग़਎ɿ๺ւಓʢ಩খ຀ࢢʣ
   Ո଒ɿਓՈ଒ ່ਓ
   ʴଙਓ
   4UBSU1ZUIPO$MVC
   GPVOE*5QSPKFDU
   pOQZ
   95FDI+"84
   'JO+"84
   ίϛϡχςΟʢاը୲౰ʣ
   ຊ
   

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3. 4UBSU1ZUIPO$MVCळࡇΓʢ̎ຊʣ
   IUUQTTUBSUQZUIPODPOOQBTTDPNFWFOU
   IUUQTTUBSUQZUIPODPOOQBTTDPNFWFOU
   

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4. ຊ೔ͷ಺༰
   w ྔࢠίϯϐϡʔλʔͱ͸ɺͲΜͳ΋ͷͳͷ͔ʁ
   w XJMEDBUͱ͸Կ͔ʁ
   w Ϗδωεʹར༻Ͱ͖Δͷ͔ʁ
   

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5. ͓࿳ͼ
   ൃද͢Δ༧ఆͷXJMEDBU͕ͳ͘ͳΓɺ
   ผͷ΋ͷʢXJMERBUʣʹੜ·ΕมΘͬͨ׼ʂʂʢͪΐ͏Ͳ೔લʣ
   

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6. XJMERBUTEL͸
   ྔࢠίϯϐϡʔλʔϏδωε
   ͷຯํʹͳΔͷ͔ʂʁ
   ͋΂Μ΂Μ
   D
   

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7. ຊ೔ͷ಺༰ʢվΊͯʣ
   w ྔࢠίϯϐϡʔλʔͱ͸ɺͲΜͳ΋ͷͳͷ͔ʁ
   w XJMERBUͱ͸Կ͔ʁ
   w Ϗδωεʹར༻Ͱ͖Δͷ͔ʁ
   D
   

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8. ྔࢠίϯϐϡʔλʔͱ͸ɺͲΜͳ΋ͷͳͷ͔ʁ
   ʢ΋ͷͬ͘͘͢͟͝Γͱɻɻɻʣ
   

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9. ͜ͷதͰ஌ͬͯΔਓ͸͍·͔͢ʁ
   

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10. ࢲ͕ͨͪΘ͔Βͳͯ͘΋େৎ෉ʂʂ
    IUUQTXXXCVTJOFTTJOTJEFSKQQPTU
    

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11. (PPHMFɺྔࢠίϯϐϡʔλͰ
    1$ͷԯഒߴ଎ͳղੳʹ੒ޭͱൃද
    IUUQXXXJUNFEJBDPKQOFXTBSUJDMFTOFXTIUNM
    
    

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12. ϜʔΞͷ๏ଇ
    IUUQTKBXJLJQFEJBPSHXJLJϜʔΞͷ๏ଇ
    

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13. ̍ԯഒ·Ͱɺ͍͍ͩͨ೥൒
    

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14. ίϯϐϡʔλʔ͸͜ΕҎ্ૣ͘
    ͳΔඞཁ͕͋Δͷ͔ʁ
    

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15. ίϯϐϡʔλʔ͸͜ΕҎ্ૣ͘
    ͳΔඞཁ͕͋Δͷ͔ʁ
    ௨ৗͷίϯϐϡʔλʔʢݹయίϯϐϡʔλʔͱ
    ݺͿʣͰ͸ɺղ͚ͳ͍໰୊͕͋ΔͨΊɺ͜͏ݴͬ
    ͨ໰୊Λղͨ͘Ίʹݚڀ͞Ε͍ͯΔɻ
    <ଟ߲ࣜ࣌ؒͰܭࢉͰ͖ͳ͍໰୊>ʢݫີղ͕ղ͚ͳ͍ʣ

    ɾ૊Έ߹Θͤ࠷దԽ໰୊ʢ८ճηʔϧεϚϯ໰୊ͳͲʣ

    ɾૉҼ਺෼ղ

    ɾݕࡧ໰୊
    

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16. ଟ߲ࣜ࣌ؒͰܭࢉͰ͖ͳ͍໰୊
    

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17. ྫɿ८ճηʔϧεϚϯ໰୊
    

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18. ࠔ೉ͳ໰୊ͷ͍͔ͭ͘Λղܾ͢ΔͨΊ
    ʹ͸Δ͔ʹߴ଎ͳίϯϐϡʔλ͕ඞཁ
    IUUQTXXXTUBOEBSEDPVLCVTJOFTTXPSMEJTSVOOJOHPVUDPNQVUFSQPXFSXBSOTNJDSPTPGUCPTTOBEFMMBBIUNM
    .JDSPTPGU$&0!8&'
    

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19. IUUQXXXNFYUHPKQDPNQPOFOUC@NFOVTIJOHJUPVTIJO@@JDT'JMFTBpFMEpMF@QEG
    ྔࢠԽֶٕज़ҕһձ
    

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20. View Slide

21. ྔࢠίϯϐϡʔλʔͱ͸
    ݹయίϯϐϡʔλʔ
    ͍ͭ΋࢖͍ͬͯΔίϯϐϡʔλʔͷࣄ
    ͔̌̍ͷσδλϧͰܭࢉ͢Δ
    ʢ൒ಋମͷதͷిѹ͕ߴ͍ํ͔௿͍ํ͔
    ͷͲͪΒ͔ͷঢ়ଶ͔͠ͳ͍ʣ
    ྔࢠίϯϐϡʔλʔ
    ʮྔࢠྗֶʯͷݪཧΛԠ༻ͯ͠ܭࢉ͢Δ
    ̌ͱ̍ͷ྆ํͷՄೳੑΛ࣋ͭঢ়ଶ
    ʢޫࢠͷภޫঢ়ଶɺిࢠεϐϯͷ޲͖ͳ
    ͲͷΑ͏ʹ྆ํͷঢ়ଶΛॏͶ࣋ͭʣ
    #JU 2VCJU
    
    
    ిࢠճ࿏ͷCJU
    ɾεΠονͷPOP⒎

    ɾిѹͷߴ௿
    ྔࢠϏοτ
    ɾྔࢠঢ়ଶͷॏͶ߹Θͤ
    

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22. ྔࢠίϯϐϡʔλʔʹΑΔܭࢉ
    

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23. ྔࢠεϓϨϚγʔ
    ݱࡏ࠷΋ߴ଎ͳݹయίϯϐϡʔλͰ͋ΔεʔύʔɾίϯϐϡʔλΛӽ
    ͑Δ͜ͱʢྔࢠεϓϨϚγʔʗྔࢠ௒ӽੑʣ
    IUUQTXXXTMJEFTIBSFOFU$F#*5"VTUSBMJBDFCJUBVTUSBMJBNJDIBFMCSFNOFSCJHEBUBBOEBOBMZUJDTDPNNFSDJBMJTBUJPORVBOUVNDPNQVUJOH
    

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24. ྔࢠྗֶ
    

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25. ϋʔυ΢ΣΞʢ%8BWFʣ
    

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26. ྔࢠίϯϐϡʔλʔʹΑΔܭࢉ
    

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27. IUUQTXXXZPVUVCFDPNXBUDI W+I).+$6NR
    ʲࢀߟʳ͜ͷಈըͷઆ໌͕͓͢͢Ί
    

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28. ྔࢠίϯϐϡʔλʔͷछྨ
    

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29. େاۀͷಈ͖΋׆ൃ
    (PPHMF
    ྔࢠϏοτͷྔࢠήʔτϚγϯ։ൃ
    ྔࢠΞχʔϦϯάϚγϯ։ൃ
    *#.
    ྔࢠϏοτͷྔࢠήʔτϚγϯ։ൃ
    *#.2Ϋϥ΢υ঎༻αʔϏε
    .JDSPTPGU τϙϩδΧϧܕྔࢠήʔτϚγϯ։ൃ
    *OUFM ήʔτܕϚγϯ։ൃ
    

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30. ྔࢠίϯϐϡʔλʔΧΦεϚοϓ
    IUUQTXXXCPISUFDIOPMPHZCMPHRVBOUVNDPNQVUJOHMBOETDBQFKVMZ
    

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31. XJMERBUͱ͸Կ͔ʁ
    D
    

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32. XJMERBU
    .%3͕ࣾެ։͍ͯ͠ΔʮྔࢠΞχʔϦϯάɾྔࢠΠ
    δϯάϞσϧʯܕͷྔࢠίϯϐϡʔλ΍ྔࢠίϯ
    ϐϡʔλͷγϛϡϨʔγϣϯܭࢉ͕Ͱ͖Δϛυϧ΢Σ
    Ξɾ4%,πʔϧɻ
    ෺ཧͷ෦෼Λݟͤͳ͍ɻ
    QZUIPOϕʔεͰɺ؆୯ʹྔࢠΞχʔϦϯάɾྔࢠΠ
    δϯάܕͷΞϓϦέʔγϣϯΛ։ൃ͢Δ͜ͱ͕Ͱ͖
    Δɻ
    IUUQTHJUIVCDPNNESGU8JMERBU
    

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33. .%3ࣾ
    .%3͸೥ઃཱͷ౦ژ౎จژ۠ຊڷʹຊࣾΛߏ͑Δྔࢠίϯϐϡʔλϕϯ
    νϟʔͰ͢ɻݱ୅ࣾձ๊͕͑Δଟ͘ͷ໰୊Λղܾ͢ΔͨΊɺສೳྔࢠίϯϐϡʔ
    λͷ࣮ݱʹ޲͚ͯ։ൃΛਐΊ͍ͯ·͢ɻ౦ژେֶग़਎ɾࡏ੶ͷϝϯόʔΛத৺
    ʹૉཻࢠ෺ཧֶɺφϊσόΠεɺ೴Պֶɺੜ໋ՊֶɺྔࢠԽֶܭࢉɺΫϥ΢υ
    ίϯϐϡʔςΟϯάͳͲ͞·͟·ͳ෼໺ͷٕज़ऀ΍ཧ࿦Ո͕ू·Γྔࢠίϯ
    ϐϡʔλΛΞϓϦέʔγϣϯ͔Βϋʔυ΢ΣΞ·Ͱ෯޿͘αϙʔτ͍ͯ͠·͢ɻ
    IUUQNESGUDPN
    

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34. γϛϡϨʔςουΞχʔϦϯάʢ4"ʣ
    ΞχʔϦϯάͱ͸ɺۚଐΛߴԹͰҰ౓༹͔͠ɺͦͷޙΏͬ͘Γྫྷ·
    ͢͜ͱͰ݁থΛ੒௕ͤͯ͞ɺͦͷܽؕΛݮΒ͢ʮম͖ͳ·͠ʯͷ͜
    ͱͰ͢ɻγϛϡϨʔςουΞχʔϦϯά͸จࣈ௨Γɺ͜ͷʮম͖ͳ
    ·͠ʯΛίϯϐϡʔλ্ͰγϛϡϨʔγϣϯ͢Δ͜ͱͰ໰୊Λղ͘
    ํ๏Ͱ͋Γɺʮম͖ͳ·͠๏ʯͱ΋ݺ͹Ε·͢ɻۙࣅతͳղΛޮ཰
    తʹٻΊΔΞϧΰϦζϜͷҰͭɻ
    

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35. XJMERBU
    IUUQTHJUIVCDPNNESGU8JMERBU
    

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36. Πϯετʔϧ
    

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37. νϡʔτϦΞϧ
    ݸਓ΍اۀ͕࣌ؒΛݟֶ͚ͭͯ΂
    ΔΑ͏ʹνϡʔτϦΞϧΛେ෯૿
    +BWBTDSJQU൛΋͋Δ͕1ZUIPO൛΁
    ౷߹த
    

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38. 26#0ͷ࢖͍ํ
    

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39. View Slide

40. ྫ̍ɿ̍ʴ̍ͷ଍͠ࢉ
    

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41. View Slide

42. View Slide

43. ྫ̎ɿࣗવ਺෼ׂ໰୊
    

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44. View Slide

45. View Slide

46. View Slide

47. ྫ̏ɿۚ༥ࢿ࢈ӡ༻ϞσϧϙʔτϑΥϦΦ࠷దԽ໰୊
    ͭͷ໏ฑ͔Βͭͷ໏ฑΛબͼͳ͕ΒɺμϛʔͷϦλʔ
    ϯσʔλͱϦεΫσʔλΛ࢖ͬͯ࠷దԽΛߦ͏ɻ
    ૝ఆ͞ΕΔϦλʔϯ
    ૝ఆ͞ΕΔ໏ฑؒͷϦεΫ
    ϦεΫ܎਺ɹ
    

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48. XJMERBUTFM / ,
    
    /ྔࢠϏοτ͔Β,ྔࢠ
    ϏοτΛબͿؔ਺
    

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49. ɹʢUVUPSJBMʣ
    IUUQTXXXTMJEFTIBSFOFUOJTIJPTT
    

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50. ࡞ۀϓϩηεʢ4"ʣ
    ՝୊ΛϞσϧͱͯ͠ߏங͢Δ
    Ϟσϧ͔Β26#0ϚτϦοΫεΛ࡞੒
    26#0ϚτϦοΫεΛΠδϯάϚτϦΫεʹม׵
    4"ʢγϛϡϨʔςουɾΞχʔϦϯάʣͰܭࢉ
    ղͷऔಘ
    ՝୊ͷఆࣜԽ
    ՝୊Λ26#0ʹ
    XJMERBUͰࣗಈม׵
    XJMERBUͰܭࢉ
    XJMERBUͰऔಘ
    

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51. ࡞ۀϓϩηεʢ࣮ػʣ
    ՝୊ΛϞσϧͱͯ͠ߏங͢Δ
    Ϟσϧ͔Β26#0ϚτϦοΫεΛ࡞੒
    26#0ϚτϦοΫεΛΠδϯάϚτϦΫεʹม׵
    ΠδϯάϚτϦΫεʹϋʔυ΢ΣΞΠδϯάʹม׵
    ΠδϯάύϥϝʔλΛ࣮ػʹ౤ೖͯ͠ɺ؍ଌ
    ՝୊ͷఆࣜԽ
    ՝୊Λ26#0ʹ
    XJMERBUͰࣗಈม׵
    ࣮ػʹ࣮ͯߦ
    ࣮ػͰ؍ଌ
    XJMERBU͔Β
    ྔࢠΫϥ΢υ΁

    ͷ઀ଓΛ༧ఆ
    

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52. (16ΞχʔϦϯάʢ૊ࠐ༧ఆʣ
    

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53. View Slide

54. ϙΠϯτ
    wࠓޙɺਵ࣌ɺνϡʔτϦΞϧΛൃද༧ఆ
    w26#0ʹ͢Δͷ͸೉͍͠ͷͰɺνϡʔτϦΞϧΛ
    ࣗ෼ͨͪͷ՝୊ʹ౰ͯ͸ΊΔ͜ͱ͔Β࢝ΊΔ
    

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55. CMVFRBU
    ྔࢠήʔτϞσϧͷྔࢠίϯϐϡʔλγϛϡϨʔλ
    IUUQTHJUIVCDPNNESGU#MVFRBU
    XJMERBU
    ʢ࠷దԽ໰୊޲͚ʣ
    ɾɾɾ
    ʢྫɿϘϧπϚϯػցֶशʣ
    CMVFRBU
    ʢ൚༻ʣ
    ɾɾɾ
    ɾɾɾ
    

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56. Πϯετʔϧ
    

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57. ถ੓෎͕ྔࢠίϯϐϡʔλʔʹຊࠊɺ

    ʮԯυϧ౤ࢿʯͷૂ͍͸ʁ
    ถࠃ੓෎͸ɺ2018೥9݄13೔ʹྔࢠ
    ίϯϐϡʔλʔ࢈ۀͷҭ੒Λ໨తͱ
    ͨ͠৽๏ҊʢถࠃՈྔࢠΠχγΞν
    ϒ๏ʣΛ௨աͤͨ͞ɻ
    ϝϦʔϥϯυେֶͷΫϦετϑΝʔɾϞϯϩʔڭत
    [ถࠃՈྔࢠΠχγΞνϒ๏]

    ྔࢠίϯϐϡʔςΟϯάͷݚڀΛՃ଎͠ɺݚڀһ
    Λཆ੒͢Δ໨తɻྔࢠίϯϐϡʔλʔͷΤϯδχ
    ΞΛ਺ଟ͘ཆ੒͢ΔͰ͋Ζ͏୎ӽͨ͠ݚڀڌ఺ʹ
    ରͯ͠ɺ12ԯ7500ສυϧͷࢿۚఏڙΛ༧ఆɻ
    ྔࢠίϯϐϡʔλʔΛͲͷΑ͏ʹར༻͢Δ͔ͱ͍͏໰͍ʹର͢Δ౴͑͸ɺྔࢠιϑτ΢Σ
    ΞͷΤϯδχΞͨͪʹҕͶΒΕΔͩΖ͏ɻϞϯϩʔڭत͸͜͏ड़΂ͨɻʮྔࢠίϯϐϡʔ
    λʔΛ։ൃ͢Ε͹ɺԿ͔ͷ໾ʹ͸ཱͭ͸ͣͰ͢ʯɻ
    IUUQTXXXUFDIOPMPHZSFWJFXKQTVTUBLFTpSTUTUFQUPXBSEBRVBOUVNDPNQVUJOHXPSLGPSDF
    

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58. *#.22*4,JU
    

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59. .%3ࣾͷษڧձ IUUQTROODPOOQBTTDPN
    

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60. Ϗδωεʹར༻Ͱ͖Δͷ͔ʁ
    

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61. ྔࢠίϯϐϡʔλʔͷదԠ෼໺
    

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62. IUUQXXXNFYUHPKQDPNQPOFOUC@NFOVTIJOHJUPVTIJO@@JDT'JMFTBpFMEpMF@QEG
    ྔࢠԽֶٕज़ҕһձ
    

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63. IUUQXXXNFYUHPKQDPNQPOFOUC@NFOVTIJOHJUPVTIJO@@JDT'JMFTBpFMEpMF@QEG
    ྔࢠίϯϐϡʔλʔͷదԠ෼໺
    

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64. IUUQTXXXHBSUOFSDPKQQSFTTQEGQSQEG
    ϋΠϓɾαΠΫϧʢʣ
    

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65. 84͸౎ࢢަ௨αʔϏεͷ࠷దԽͱߴੑೳόοςϦʔͷ։ൃ
    ੈքॳͷʮྔࢠίϯϐϡʔλ׆༻اۀʯΛ໨ࢦ͢VW
    ౎ࢢަ௨αʔϏεʹ͓͚ΔҠಈϧʔτͷ࠷దԽΛ
    ڍ͛ΔɻʮVW͸ΦϯσϚϯυͷϞϏϦςΟαʔ
    ϏεʢλΫγʔͷΑ͏ͳࣗಈंΛ࢖ͬͨ౎ࢢަ௨
    αʔϏεʣΛఏڙ͢Δ͜ͱΛߟ͍͑ͯΔɻͦͷΑ
    ͏ͳαʔϏεʹ͓͚Δं྆ͷҠಈϧʔτΛɺྔࢠ
    ίϯϐϡʔλʹΑͬͯߴ଎ʹ࠷దԽͰ͖ΔͷͰ͸
    ͳ͍͔ͱݕূ͍ͯ͠Δʯ
    ʮిؾࣗಈं޲͚ͷߴੑೳόοςϦʔͷ։ൃʯͳͲʹɺ
    ྔࢠίϯϐϡʔλΛ࢖ͬͨԽֶͷγϛϡϨʔγϣϯ͕ظ
    ଴Ͱ͖ͦ͏ͩͱड़΂͍ͯΔɻ
    Google΍ถIBM͕։ൃΛਐΊ͍ͯΔྔࢠήʔτํࣜ͸ྔ
    ࢠϏοτͷ਺͕50ݸલޙͰ͋ΓɺྔࢠϏοτͷʮΤϥʔ
    గਖ਼ʯ͕े෼ʹͰ͖ͳ͍ͨΊɺݶఆͨ͠༻్ʹ͔͠࢖͑
    ͳ͍ͱ͞Ε͍ͯΔɻྔࢠϏοτͷΤϥʔగਖ਼͕Ͱ͖ΔʮϢ
    χόʔαϧྔࢠίϯϐϡʔλʯΛ࣮ݱ͢ΔͨΊʹ͸ɺ਺
    ઍສʙ਺ԯݸͷྔࢠϏοτ͕ඞཁͱ͞ΕΔͨΊͩɻ͔͠
    ͠Τϥʔగਖ਼͕Ͱ͖ͳ͍ྔࢠήʔτํࣜͰ͋ͬͯ΋ɺɺ
    ෼ࢠ΍ݪࢠͷதͰൃੜ͢Δྔࢠྗֶͷ෺ཧݱ৅ΛϞσϧ
    Խ͠ɺγϛϡϨʔγϣϯ͢ΔΑ͏ͳ༻్Ͱ͋Ε͹ɺैདྷ
    ͷίϯϐϡʔλͰ͸ෆՄೳͳ΄Ͳͷߴ଎ͳܭࢉ͕Ͱ͖Δ
    Α͏ʹͳΔͱ͍͏ݟํ͕ු্͍ͯ͠Δɻ
    IUUQTCVTJOFTTOJLLFJCQDPKQBUDMSFQPSU
    

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66. ถ(4͸ۚ༥ͷϦεΫܭࢉʹظ଴
    ถۚ༥େखͷGSʢΰʔϧυϚϯαοΫεʣ
    ྔࢠίϯϐϡʔλʹؔ৺Λ͖͔͚࣋ͬͨͬ͸ɺηΩϡ
    ϦςΟͩͬͨͱ͍͏ɻϢχόʔαϧྔࢠίϯϐϡʔλ
    ͸େ͖ͳ਺ͷૉҼ਺෼ղ͕Ͱ͖Δͱ͞Ε͓ͯΓɺͦΕ
    ʹΑͬͯެ։伴҉߸ํ͕ࣜഁΒΕͯʮސ٬ͷ৘ใ͕ة
    ݥʹ͞Β͞ΕΔͷͰ͸ͳ͍͔ʯͱݒ೦ͨͨ͠Ίͩɻ
    ͔͠͠લड़ͷ௨Γɺେ͖ͳ਺ͷૉҼ਺෼ղ͕Ͱ͖ΔϢ
    χόʔαϧྔࢠίϯϐϡʔλͷ࣮ݱ͸ɺԕ͍ະདྷͷ͜
    ͱͩͱߟ͑ΒΕ͍ͯΔɻΉ͠ΖݱࡏͷGS͸ʮྔࢠί
    ϯϐϡʔλΛ࢖ͬͨʰϞϯςΧϧϩγϛϡϨʔγϣϯʱ
    ͷߴ଎ԽͳͲʹڵຯΛ͍࣋ͬͯΔʯͱ͍͏ɻϞϯςΧ
    ϧϩγϛϡϨʔγϣϯ͸ۚ༥ػؔͷϦεΫܭࢉͳͲʹ
    ͔ܽͤͳ͍ଘࡏͰ͋ΓɺݱࡏͷGS͸ϞϯςΧϧϩγ
    ϛϡϨʔγϣϯͷͨΊʹʮ๲େͳن໛ͷεʔύʔίϯ
    ϐϡʔλΛ౤ೖ͍ͯ͠Δʯ
    IUUQTCVTJOFTTOJLLFJCQDPKQBUDMSFQPSU
    

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67. View Slide

68. ௅ઓ͍ͨࣾ͠ձ՝୊Ұཡ
    https://www.astamuse.co.jp
    

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69. ௅ઓ͍ͨࣾ͠ձ՝୊Ұཡ
    ෭࡞༻ɾॏ঱Խͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ໋Λٹ͏ٹ໋ɾٹٸҩྍΛ࣮ݱ͢Δ
    ݁֩ ࡾେײછපʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ϚϥϦΞ ࡾେײછපʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    )*7 ࡾେײછපʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ੜ׆श׳පͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ґଘ঱ɾதಟͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ݪҼෆ໌ͷ೉පͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ৺ے伷࠹ɾ৺࣬ױʢ̑େ࣬පʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ೴ଔதʢ̑େ࣬පʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    Պֶɾݚڀٕज़͕׆͔͞ΕΔੈքΛ࣮ݱ͢Δ
    ਓ਎ചങͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ഇغ৯ྉͷͳ͍ࣾձΛ࣮ݱ͢Δ
    աૄԽͯ͠΋շదʹ฻ΒͤΔࣾձΛ࣮ݱ͢Δ
    ࣗવࡂ֐ʢ஍਒ɾ෾Րʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ੜଶܥΛ·΋ΔࣾձΛ࣮ݱ͢Δ
    ݸਓͷݖརΛଚॏ͢ΔࣾձΛ࣮ݱ͢Δ
    ඒ͍͠ܠ؍ͷࣾձΛ࣮ݱ͢Δ
    ؾ৅ࡂ֐ɾҟৗؾ৅ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ๵қίετͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ࣾձతϚΠϊϦςΟ͕׆༂͢ΔࣾձΛ࣮ݱ͢Δ
    ޮ཰తͳ೶࡞෺ੜ࢈Λ࣮ݱ͢Δ
    ೶ۀ༻ਫ͕๛෋ͳࣾձΛ࣮ݱ͢Δ
    ࡂ֐ͷͳ͍౎ࢢΛ࣮ݱ͢Δ
    શͯͷਓʹిྗ͕ͱͲࣾ͘ձΛ࣮ݱ͢Δ
    ਗ਼ܿͳੜ׆༻ਫΛ࣮ݱ͢Δ
    ͢΂ͯͷਓʹ࠷௿ݶͷੜ׆Λ࣮ݱ͢Δ
    ݸਓ৘ใΛ·΋ΔࣾձΛ࣮ݱ͢Δ
    ߴྸऀͷੜ׆ෛ୲ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ଟ༷ੑͷ͋ΔڭҭΛ࣮ݱ͢Δ
    ࣋ଓੑͷ͋Δަ௨γεςϜΛ࣮ݱ͢Δ
    ڭࢣɾอҭ͕࢜׆༂͢ΔࣾձΛ࣮ݱ͢Δ
    Ҡຽɾ೉ຽ͕׆༂͢ΔࣾձΛ࣮ݱ͢Δ
    Լ੥͚ɾ࿑ಇࡡऔͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ώʔτΞΠϥϯυݱ৅ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ަ௨ौ଺ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ߴ͍৯ྉࣗڅ཰Λ࣮ݱ͢Δ
    ചय़ɾԉॿަࡍͷͳ͍ࣾձΛ࣮ݱ͢Δ
    όϦΞϑϦʔࣾձΛ࣮ݱ͢Δ
    ఻౷จԽࡒ͕࢒ΔࣾձΛ࣮ݱ͢Δ
    ஍ٿԹஆԽͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ΰϛͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ৿ྛഁյͷͳ͍ࣾձΛ࣮ݱ͢Δ
    Խੴ೩ྉ΁ͷґଘͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ΞʔςΟετɾΫϦΤΠλʔ͕׆༂͢ΔࣾձΛ࣮ݱ͢Δ
    ߴ͍ΤωϧΪʔࣗڅ཰Λ࣮ݱ͢Δ
    ਫ࢈ࢿݯ͕๛෋ͳࣾձΛ࣮ݱ͢Δ
    ൜ࡑऀͷ͍ͳ͍౎ࢢΛ࣮ݱ͢Δ
    ੜ׆ۭؒͷෆศͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ࣗࡴͷͳ͍ࣾձΛ࣮ݱ͢Δ
    հޢෛ୲ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ೛්͕҆৺ɾ҆શʹ฻Βࣾ͢ձΛ࣮ݱ͢Δ
    ग़࢈͠΍͍ࣾ͢ձΛ࣮ݱ͢Δ
    ಈ෺ͱڞੜ͢ΔࣾձΛ࣮ݱ͢Δ
    ద੾ͳ౤ༀ࣏ྍΛ࣮ݱ͢Δ
    ີྌɾີړͷͳ͍ࣾձΛ࣮ݱ͢Δ
    աࠅͳ؀ڥʢߴ஍ɾ࠭യʣͰͷշదͳ฻Β͠Λ࣮ݱ͢Δ
    ೛৷ɾग़࢈࣌ͷෛ୲ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ์ࣹੑഇغ෺ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ࠭യԽͷͳ͍ࣾձΛ࣮ݱ͢Δ
    େؾԚછͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ؀ڥʹ΍͍͞͠ΤωϧΪʔΛ࣮ݱ͢Δ
    ࣍ੈ୅ΤωϧΪʔͷ҆ఆڙڅΛ࣮ݱ͢Δ
    ೝ஌঱ɾ৸͖ͨΓͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ҩࢣɾ؃ޢࢣͷෛ୲͕ͳ͍ࣾձΛ࣮ݱ͢Δ
    ख଍ͷܽଛ΍ຑᙺΛ͓͗ͳ͏ࣾձΛ࣮ݱ͢Δ
    ஍Ҭͷҩྍ֨ࠩͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ਫ਼ਆ࣬ױʢ̑େ࣬පʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ৽͍͠ܦࡁɾ੓࣏γεςϜΛ࣮ݱ͢Δ
    ఻౷࢈ۀ͕׆͔͞ΕΔࣾձΛ࣮ݱ͢Δ
    ඒ͍͠౎ࢢΛ࣮ݱ͢Δ
    ਫ࣭Ԛછͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ւ༸Ԛછͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ަ௨ࣄނͷͳ͍ࣾձΛ࣮ݱ͢Δ
    αΠόʔ߈ܸͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ஍ٿ֎Ͱͷډॅ΍ࢿݯ׆༻Λ࣮ݱ͢Δ
    ҩྍඅෛ୲ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ੺ͪΌΜͷ໋Λ·΋ΔࣾձΛ࣮ݱ͢Δ
    ҭࣇ͠΍͍ࣾ͢ձΛ࣮ݱ͢Δ
    ࣍ੈ୅ͷ೶ۀΛ࣮ݱ͢Δ
    ਭ຾ো֐ɾෆ຾঱ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ਓؒͷ࿑ಇෛ୲͕ͳ͍ࣾձΛ࣮ݱ͢Δ
    ࡉەɾ΢ΠϧεͷڴҖ͕ͳ͍ࣾձΛ࣮ݱ͢Δ
    ޒײͷো͕͍Λ͓͗ͳ͏ࣾձΛ࣮ݱ͢Δ
    ؞ʢେ࣬පʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ҩྍϛεͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ύϯσϛοΫͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ౶೘පʢ̑େ࣬පʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ࣏ྍɾखज़࣌ͷ਎ମతෛ୲͕ͳ͍ࣾձΛ࣮ݱ͢Δ
    ൃୡো͕͍Λ͓͗ͳ͏ࣾձΛ࣮ݱ͢Δ
    ઌఱੑ࣬ױͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ౔৕Ԛછͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ҆શͳ֩༥߹ɾߴΤωϧΪʔࢪઃΛ࣮ݱ͢Δ
    ো͕͍Λ࣋ͭਓ͕׆༂͢ΔࣾձΛ࣮ݱ͢Δ
    ශࠔɾ֨ࠩͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ϋϥεϝϯτʢηΫϋϥɺύϫϋϥͳͲʣͷͳ͍ࣾձΛ࣮ݱ͢Δ
    ٮ଴΍๫ྗ͕ͳ͍ࣾձΛ࣮ݱ͢Δ
    ཧ૝తͳӫཆόϥϯεΛ࣮ݱ͢Δ
    ઓ૪ɾฆ૪ʹΑΔ٘ਜ਼ͷͳ͍ࣾձΛ࣮ݱ͢Δɻ
    ٌ͑΍ӫཆෆ଍ͷͳ͍ࣾձΛ࣮ݱ͢Δ
    https://astamuse.com/ja/issue/
    

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70. ͜Ε·Ͱͷط੒֓೦Λม͑ͯΈΔ
    ՝୊
    ͜Ε·Ͱ
    ͷٕज़
    ྔࢠͰ
    ղ͚ͦ͏ͳ
    ໰୊
    ղܾ
    ʴ
    

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71. ϙΠϯτ
    wࠓ·Ͱղ͚ͳ͍໰୊ͰɺΑΓݫີղʹ͍ۙۙࣅղ
    ͕ղ͚ΔͱΠϯύΫτ͕͋Δࣄ
    wྔࢠͱݹయͰಘҙͳ͜ͱΛ૊Έ߹ΘͤΔ

    ʢͳΜͰ΋ྔࢠʹͳΔඞཁ͕͋ΔΘ͚Ͱ͸ͳ͍ʣ
    

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72. http://www.unic.or.jp/activities/economic_social_development/sustainable_development/2030agenda/sdgs_logo/
    4%(T
    

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73. View Slide

74. *5ίϛϡχςΟ׆ಈʢاըελοϑʣ
    

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75. IUUQTJOOPWBUJPONVGHKQBDDFMFSBUPS
    

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76. View Slide

77. IUUQXXXNUFDJOTUJUVUFDPKQSFDSVJU
    

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78. γφϦΦϓϥϯχϯά
    ग़ॴɿIUUQNBHFYFDVUJWFJUNFEJBDPKQFYFDVUJWFBSUJDMFTOFXTIUNM
    ग़ॴɿIUUQTXXXHSFFOpFMEKBQBODPNTDFOBSJP@QMBOOJOHBCPVUIUNM
    ༧ଌɾܭը γφϦΦϓϥϯχϯά
    ݕ౼͢Δະདྷͷ਺ ̍ͭ ෳ਺ʢʙʣ
    ݕ౼͢Δະདྷͷ೥਺ ʙ೥ ʙ೥
    ະདྷΛݕ౼͢Δࢹ఺ ݱঢ়ͷঢ়ଶ͕ະདྷ
    ʹ͸Ͳ͏มԽͯ͠
    ͔͘ʁʢݱࡏ͕ى
    ఺ʣ
    ݱঢ়ͷԆ௕Ͱ͸ͳ͍
    ະདྷʹى͜ΓಘΔ͜ͱ
    ͸Կ͔ʁʢະདྷ͕ى
    ఺ʣ
    ࣾձɾফඅऀɺܦࡁɾ੫੍ɺ੓࣏ɾ੓ࡦɾن੍ɺٕज़ɺ஍ٿ؀ڥʢɺۀքߏ଄ʣͷ
    ࠓޙى͜ΓಘΔ෺ࣄΛચ͍ग़͠ɺΞ΢ταΠυɾΠϯͰෳ਺ͷҟͳΔະདྷͷՄೳੑΛ
    ୳Δ͜ͱͰɺؔ܎ऀͷະདྷʹؔ͢ΔཧղΛ޿͛ɺෆ࣮֬ͳ؀ڥมԽ΁ͷద੾ͳదԠࡦ
    Λݟ͍ͩ͢Ξϓϩʔν
    

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79. ·ͱΊ
    wXJMERBU΍ɺCMVFRBU೿ੜ4%,ͷࠓޙʹظ଴ʂ
    w·ͣ͸ɺ.%3ͷษڧձ΁ʂʢ4UBQZʹ΋ੋඇʂʣ
    wࣾձʹ͸ղܾ͠ͳ͚Ε͹͍͚ͳ͍՝୊͕ͨ͘͞Μ
    ͋Γ·͢ɻ͋ͳͨʹ͸ղܾ͍ͨ͜͠ͱ͸͋Γ·͔͢ʁ
    ·ͨ͸ɺࣾձ՝୊Λղܾ͍ͨ͠ͱࢥ͍·ͤΜ͔ʁ
    

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80. -FU`TFOKPZQZUIPO
    

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81. ʲຊࢿྉʹؔ͢Δ஫ҙࣄ߲ʳ
    ຊࢿྉ͸৘ใఏڙͷΈΛ໨తͱͨ͠΋ͷͰ͋Γɺק༠΍ಛఆͷऔҾΛਪ঑͢Δ͜ͱ
    Λ໨తͱͯ͠࡞੒͞Εͨ΋ͷͰ͸͋Γ·ͤΜɻ
    ຊࢿྉͷҰ෦͸ɺ-J#3"αϒεΫϦϓγϣϯͷࢿྉʹͯߏ੒͞Ε͍ͯ·͢ɻ
    ສҰɺຊࢿྉʹج͖ͮඃͬͨଛ֐͕͋ͬͨ৔߹ʹ΋ɺ౰ํ͸੹೚Λෛ͍͔Ͷ·͢ɻ
    ຊࢿྉͰఏڙ͍ͯ͠Δ৘ใ͸ສશΛظ͍ͯ͠·͕͢ɺͦͷ৘ใͷ׬શੑΛอূͯ͠
    ͍Δ΋ͷͰ͸͋Γ·ͤΜɻ
    ຊࢿྉʹهࡌ͞Ε͍ͯΔ಺༰͸কདྷ༧ࠂͳ͠ʹ಺༰͕มߋ͞ΕΔՄೳੑ͕͋Γ·
    ͢ɻ಺༰౳ʹ͍ͭͯɺաڈͷ৘ใ͸࣮੷Ͱ͋Γɺকདྷͷ੒ՌΛ༧૝͢Δ΋ͷͰ͸͋
    Γ·ͤΜɻ
    ຊࢿྉͷ಺༰͸ɺॴଐ͢Δ૊৫ͱ͸Ұ੾ؔ܎͕͋Γ·ͤΜɻ
    

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