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自立したRuby技術者を育てる - 万葉の新人教育の仕組み

自立したRuby技術者を育てる - 万葉の新人教育の仕組み

Rubyビジネス創出展2018での講演資料です。

Yasuko Ohba

July 20, 2018
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  1. ཱࣗͨ͠3VCZٕज़ऀΛ
    ҭͯΔ
    ສ༿ͷ৽ਓڭҭͷ࢓૊Έ
    େ৔ೡࢠʢ!OBZʣ

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  2. "CPVU.F
    େ৔ೡࢠʢ͓͓͹ɹ΍͢͜ʣ!OBZ
    ϓϩάϥϚྺ೥͘Β͍
    3VCZϓϩάϥϚ
    3BJMTΤϯδχΞ
    ג
    ສ༿୅දऔక໾

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  3. "CPVU ג
    ສ༿
    ೥݄೔ʹ໊Ͱઃཱ
    3VCZPO3BJMTؔ࿈ͷडୗ։ൃͰ͸
    ࿝ฮ
    ݱࡏ໊ʢ͏ͪ3VCZΤϯδχΞ
    ໊ɺΤϯδχΞͷஉঁൺʣ

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  4. 8FBSFIJSJOH
    ʮͨͷ͘͠νʔϜ։ൃ͢Δ͜ͱʯʹ
    ϑΥʔΧε͍ͨ͠ํ
    མͪண͍ͨ؀ڥͰϓϥΠϕʔτ΋ॏࢹ͠
    ͳ͕ΒεΩϧ޲্ΛਤΓ͍ͨํ
    ϦϞʔτۈ຿੍౓͋Γʢݚमத͸౦ژۈ
    ຿͕ඞཁʣ

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  5. ຊτʔΫͷςʔϚ
    ॳ৺ऀཱ͕ࣗͨ͠3VCZٕज़ऀʹҭͭ·
    Ͱʹ͸৭ʑͳεΩϧΛ਎ʹ͚ͭΔඞཁ͕
    ͋Γɺ༰қͰ͸ͳ͍
    ͦͷͨΊͷώϯτͱͯ͠ɺ ג
    ສ༿Ͱߦͬ
    ͍ͯΔ৽ਓڭҭͷ࢓૊ΈΛ঺հ
    ཱࣗͨ͠3VCZٕज़ऀΛҭͯΔͨΊʹ༻
    ҙ͍ͨ͠؀ڥʹ͍ͭͯߟ࡯

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  6. 3VCZٕज़ऀ
    ҭ੒ͷ՝୊
    IUUQTXXXqJDLSDPNQIPUPTNFSDIBV

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  7. ֫ಘ͍ͤͨ͞εΩϧ
    ஌ࣝ
    ίʔυΛಡΉྗɺॻ͘ྗ
    ໰୊ͷཧղྗ
    ໰୊ղܾೳྗ
    ະ஌ͷ໰୊΁ͷରԠྗ
    νʔϜྗɺ։ൃख๏ͷ࢖͍͜ͳ͠FUD

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  8. ֫ಘ͍ͤͨ͞εΩϧ
    ஌ࣝ
    ίʔυΛಡΉྗɺॻ͘ྗ
    ໰୊ͷཧղྗ
    ໰୊ղܾೳྗ
    ະ஌ͷ໰୊΁ͷରԠྗ
    νʔϜྗɺ։ൃख๏ͷ࢖͍͜ͳ͠FUD
    ηϛφʔ౳Ͱ
    ଍͕͔Γ͕Ͱ͖Δ

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  9. ͍Ζ͍ΖͳܦݧΛ
    ੵΉ͜ͱ͕ॏཁʂ
    ֫ಘ͍ͤͨ͞εΩϧ
    ஌ࣝ
    ίʔυΛಡΉྗɺॻ͘ྗ
    ໰୊ͷཧղྗ
    ໰୊ղܾೳྗ
    ະ஌ͷ໰୊΁ͷରԠྗ
    νʔϜྗɺ։ൃख๏ͷ࢖͍͜ͳ͠FUD
    ηϛφʔ౳Ͱ
    ଍͕͔Γ͕Ͱ͖Δ

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  10. ࣗ෼Ͱܦݧ͠ͳ͍ͱ
    ਎ʹ͖ͭͮΒ͍

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  11. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ

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  12. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ

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  13. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ

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  14. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ

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  15. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͳΜͱ͔
    ճ͖ͬͯͨͧ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ

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  16. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͜Εࢼͦ͏
    ͳΜͱ͔
    ճ͖ͬͯͨͧ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ

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  17. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͜Εࢼͦ͏
    ͳΜͱ͔
    ճ͖ͬͯͨͧ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ
    ͩΊͩɺ
    υϋϚϦɾɾɾ

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  18. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͜Εࢼͦ͏
    ͳΜͱ͔
    ճ͖ͬͯͨͧ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ
    ͩΊͩɺ
    υϋϚϦɾɾɾ
    ղܾʂ

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  19. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͜Εࢼͦ͏
    ͳΜͱ͔
    ճ͖ͬͯͨͧ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ
    ͩΊͩɺ
    υϋϚϦɾɾɾ
    ղܾʂ
    ͔ͭΊ͖ͯͨ

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  20. ٕज़ྗ͸
    Կप΋ճΔ͜ͱͰ্͕Δ
    ͋ʔɺ͜Εͬͯ
    ͜͏͍͏͜ͱ
    ͩͬͨͷ͔ʂ
    ޡղͯͨ͠Θʙ
    ͜Εࢼͦ͏
    ͏ΘʔɺΉ͔͠
    ࣗ෼͕ॻ͍ͨίʔυɺ
    ͻͲ͍ͳɾɾɾ
    ͳΜͱ͔
    ճ͖ͬͯͨͧ
    ͍ࣗ͟෼Ͱ΍Δͱ
    શવΘ͔Βͳ͍ͧ
    ɾɾɾ
    ͩΊͩɺ
    υϋϚϦɾɾɾ
    ղܾʂ
    ͔ͭΊ͖ͯͨ

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  21. ̍प໨͸डಈతͳମݧ
    Ͱ͋Δ͜ͱ͕ଟ͍
    ηϛφʔτϨʔχϯά
    εΫʔϧͰͷतۀ
    ॻ੶ͷͱ͓Γʹࣸܦ

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  22. ࣮Ϗδωεʹ͍ۙ؀ڥͰ
    ೳಈతʹ
    ࢼߦࡨޡͰ͖Δ
    ̎प໨͕ඞཁ
    ͍ࣗ͟෼Ͱ
    ΍Δͱ
    શવ
    Θ͔Βͳ͍ͧ
    ɾɾɾ

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  23. اۀͷཱ৔Ͱ͸
    ॳ৺ऀʹ͍ۙਓͷ
    ̎प໨ͱͯ͠
    ࣮Ҋ݅Λఏڙ͢Δͷ͸
    ͍ͨ΁Μɾɾɾ

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  24. ̎प໨͸೉͍͠
    ೉͗͢͠ΔҊ݅͸ແཧ
    ͍ͭͰ͖Δ͔͸ಡΊͳ͍͠ɺ඼࣭΋ظ଴
    Ͱ͖ͳ͍
    ܦݧऀΛೖΕͯࢧԉͤ͟͞ΔΛಘͳ͍
    ܦݧऀ͚ͩΛೖΕΔ΄͏͕ޮ཰తͳΜͰ
    ͚͢Ͳɾɾɾ

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  25. ݱ৔ϥΠΫͳ
    ݚम؀ڥΛ༻ҙ͢Δ

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  26. ג
    ສ༿ͷ
    ڭҭΧϦΩϡϥϜ

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  27. ڭҭΧϦΩϡϥϜͱ͸
    3VCZPO3BJMTΛ࢖ͬͯλεΫ؅ཧͷ
    8FCΞϓϦέʔγϣϯΛ։ൃ͢Δ՝୊
    ։ൃ؀ڥͷߏஙɺઃܭɺݸʑͷػೳͷ࣮
    ૷ͳͲશ෦ͰεςοϓͰߏ੒͞Εͯ
    ͍Δ

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  28. ͪ͜ΒͰެ։தͰ͢
    IUUQTHJUIVCDPN
    FWFSZMFBGFMUSBJOJOH

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  29. ࡢ೥݄ʹެ։ޙɺ
    ສ༿Ҏ֎ͷձࣾͰ΋
    ׆༻͞Ε͍ͯ·͢
    ʢخ͍͠ʂʣ

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  30. ֤εςοϓͷֶशཁૉ
    ؀ڥߏங
    πʔϧͷ
    ࢖͍ํ
    ઃܭ͢Δश׳
    ։ൃखॱ 3BJMT
    σβΠϯ

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  31. ࢓༷͸Θ͟ͱগ͠ᐆດʹ
    ݱ࣮ͷ։ൃͰ͸ɺ׬શͳ࢓༷͕ଘࡏ͢Δ
    ͜ͱ͸΄ͱΜͲͳ͍
    ࣗ෼Ͱ࢓༷Λݕ౼ܾͯ͠ΊΔϓϩηε͕
    ඞཁʹͳΔ࢓ֻ͚ΛೖΕ͍ͯΔ
    ϝϯλʔ޲͚ʹ͸ࢦಋཁྖΛ༻ҙ
    ˞ެ։ϦϙδτϦʹ͸ؚΊ͍ͯ·ͤΜ

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  32. ݴΘΕͨ͜ͱΛ
    ΍ΔͷͰ͸ͳ͘
    ԿΛ΍Δ͔Λߟ͑Δ

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  33. ਖ਼ղ͸෇ଐ͍ͯ͠ͳ͍

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  34. Ͳ͏࢖͏ͷ͔ʁ

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  35. τϨΠχʔʢֶशऀʣ͕
    ΧϦΩϡϥϜʹԊͬͯ
    ࣗ཯తʹ
    ΞϓϦέʔγϣϯΛ
    ։ൃ͢Δ

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  36. पғͷٕज़ऀ͕
    τϨΠχʔͷίʔυΛ
    ϨϏϡʔ͢Δ

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  37. τϨΠχʔ͸
    ࣮Ҋ݅ͷΑ͏ͳ
    ϨϏϡʔ؀ڥͰ
    ίϛϡχέʔγϣϯ
    ͠ͳ͕ΒֶΜͰ͍͘

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  38. ڭҭΧϦΩϡϥϜΛ
    ࡞ͬͨഎܠͱ
    ສ༿Ͱͷ࢖͍ํ
    IUUQTXXXqJDLSDPNQIPUPTSPTTBSPOJ

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  39. ໨తʹ৽ਓڭҭ

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  40. Ҏલͷ৽ਓڭҭͷ΍Γํ
    ϝϯλʔΛ೚໋͢Δ
    ೖࣾޙ͸͙͢ʹϓϩδΣΫτʹ഑ଐ
    ϝϯλʔ΍ϓϩδΣΫτϝϯόʔ͕0+5Ͱڭ
    ҭ
    ࢼ༻ظؒதʹ3VCZ4JMWFSΛͱͬͯ΋Β͏

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  41. ਓ͸ҭͬͯ͸͍͚ͨΕ
    Ͳ΋ɺޮ཰͕ΠϚΠν

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  42. ՝୊͕͋ͬͨ

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  43. ৽ਓͷΞαΠϯ͞ΕΔ
    Ҋ݅ͷঢ়گ͸ຖճҧ͏ʂ

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  44. ৽ਓͷΞαΠϯ͞ΕΔ
    Ҋ݅ͷঢ়گ͸ຖճҧ͏ʂ
    ԿΛ
    ΍Δͷ͔

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  45. ৽ਓͷΞαΠϯ͞ΕΔ
    Ҋ݅ͷঢ়گ͸ຖճҧ͏ʂ
    ԿΛ
    ΍Δͷ͔
    ϦϦʔε
    ࣌ظ

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  46. ৽ਓͷΞαΠϯ͞ΕΔ
    Ҋ݅ͷঢ়گ͸ຖճҧ͏ʂ
    ԿΛ
    ΍Δͷ͔
    ίʔυͷ
    ঢ়ଶ
    ϦϦʔε
    ࣌ظ

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  47. ৽ਓͷΞαΠϯ͞ΕΔ
    Ҋ݅ͷঢ়گ͸ຖճҧ͏ʂ
    ԿΛ
    ΍Δͷ͔
    ίʔυͷ
    ঢ়ଶ
    ϦϦʔε
    ࣌ظ
    νʔϜ
    ߏ੒

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  48. ৽ਓͷεΩϧ΍ಛੑ΋
    ຖճҧ͏ʂ

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  49. ৽ਓͷεΩϧ΍ಛੑ΋
    ຖճҧ͏ʂ
    ஌ࣝɾܦݧ

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  50. ৽ਓͷεΩϧ΍ಛੑ΋
    ຖճҧ͏ʂ
    ஌ࣝɾܦݧ
    ಘҙ෼໺

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  51. ৽ਓͷεΩϧ΍ಛੑ΋
    ຖճҧ͏ʂ
    ஌ࣝɾܦݧ
    ίϛϡχέʔγϣϯ
    ಘҙ෼໺

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  52. ৽ਓͷεΩϧ΍ಛੑ΋
    ຖճҧ͏ʂ
    ஌ࣝɾܦݧ ੑ֨
    ίϛϡχέʔγϣϯ
    ಘҙ෼໺

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  53. ৽ਓͷεΩϧ΍ಛੑ΋
    ຖճҧ͏ʂ
    ஌ࣝɾܦݧ ੑ֨
    ίϛϡχέʔγϣϯ
    ಘҙ෼໺
    ڵຯͷํ޲

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  54. ڭ͑Δଆ͕େม
    Ҋ݅ͷঢ়گ
    ৽ਓͷಛੑ

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  55. ڭ͑Δଆ͕େม
    Ҋ݅ͷঢ়گ
    ৽ਓͷಛੑ
    Ҋ݅ͷৄࡉΛ
    ೺Ѳ͢Δͷ͸େมʂ

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  56. ڭ͑Δଆ͕େม
    Ҋ݅ͷঢ়گ
    ৽ਓͷಛੑ
    Ҋ݅ͷৄࡉΛ
    ೺Ѳ͢Δͷ͸େมʂ
    ΄͔ͷϓϩδΣΫτʹ͍Δͱ
    ڭҭʹࢀՃͮ͠Β͍

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  57. ڭ͑Δଆ͕େม
    Ҋ݅ͷঢ়گ
    ৽ਓͷಛੑ
    Ҋ݅ͷৄࡉΛ
    ೺Ѳ͢Δͷ͸େมʂ
    ΄͔ͷϓϩδΣΫτʹ͍Δͱ
    ڭҭʹࢀՃͮ͠Β͍
    ৽ਓڭҭͷͨͼʹ
    θϩϕʔεͰڭ͑ํΛݕ౼

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  58. ڭΘΔ಺༰͕ෆఆ
    ΞαΠϯ͞Εͨ
    ϓϩδΣΫτͷݸੑ΍
    ୲౰ͨ͠λεΫʹ
    ࠨӈ͞ΕΔ

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  59. ड͚ೖΕνʔϜ͕େม
    IUUQTXXXqJDLSDPNQIPUPTUP⒎

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  60. ड͚ೖΕνʔϜ͕େม
    ઓྗʹͳΒͳ͍
    ͩΖ͏͠
    IUUQTXXXqJDLSDPNQIPUPTUP⒎

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  61. ड͚ೖΕνʔϜ͕େม
    ઓྗʹͳΒͳ͍
    ͩΖ͏͠
    ڭ͑Δͷେมͩ͠
    IUUQTXXXqJDLSDPNQIPUPTUP⒎

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  62. ड͚ೖΕνʔϜ͕େม
    ઓྗʹͳΒͳ͍
    ͩΖ͏͠
    ڭ͑Δͷେมͩ͠
    ϛεϚονͩͱ
    શһෆ޾ʹʜ
    IUUQTXXXqJDLSDPNQIPUPTUP⒎

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  63. ձ͕ࣾେม
    ड͚ೖΕͷ੒൱΁ͷෆ҆ɺڭҭෛՙ΁ͷ
    ෆ͔҆Βɺ࠾༻ͦͷ΋ͷʹωΨςΟϒͳ
    งғؾ͕ੜ͡΍͍͢
    ϝϯλʔ΍ड͚ೖΕνʔϜͷෛՙ͕ߴ͍
    ͷͰख഑ʹͱͯ΋ؾΛ࢖͏͠೉͍͠

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  64. ৽ਓݚमͷ
    ࢓૊ΈΛվળ͢Δ
    ༗ࢤϓϩδΣΫτ͕
    ൃ଍ʂ

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  65. ݚम੍౓ΛҰ৽
    IUUQTXXXqJDLSDPNQIPUPTKPFNBS

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  66. ैདྷγεςϜΛ౿ऻͨ͠఺
    ϝϯλʔΛ೚໋͢Δ
    ࢼ༻ظؒதʹ3VCZ4JMWFSΛͱͬͯ
    ΋Β͏
    ৽ਓ͝ͱͷઐ༻ݚम4MBDLνϟϯωϧ
    Λ࡞Δ

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  67. มߋͨ͠఺

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  68. ݚमظؒΛઃ͚ɺ
    ڭҭΧϦΩϡϥϜʹ
    Ԋͬͯ՝୊Λ
    ਐΊͯ΋Β͏

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  69. ݚमͷ࢓૊Έ
    ΧϦΩϡϥϜ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ

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  70. ݚमͷ࢓૊Έ
    ΧϦΩϡϥϜ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    ՝୊ΞϓϦέʔγϣϯ
    ϨϙδτϦ (JU)VC

    ৽ਓ͝ͱʹ
    ˓˓͞Μݚमઐ༻
    4MBDLνϟϯωϧ

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  71. ݚमͷ࢓૊Έ
    ΧϦΩϡϥϜ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    4UFQͷ13
    ՝୊ΞϓϦέʔγϣϯ
    ϨϙδτϦ (JU)VC

    ৽ਓ͝ͱʹ
    ˓˓͞Μݚमઐ༻
    4MBDLνϟϯωϧ

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  72. ݚमͷ࢓૊Έ
    ΧϦΩϡϥϜ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    4UFQͷ13
    4UFQͷ13
    ɾ
    ɾ
    ɾ
    ՝୊ΞϓϦέʔγϣϯ
    ϨϙδτϦ (JU)VC

    ৽ਓ͝ͱʹ
    ˓˓͞Μݚमઐ༻
    4MBDLνϟϯωϧ

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  73. ݚमͷ࢓૊Έ
    ΧϦΩϡϥϜ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    4UFQͷ13
    4UFQͷ13
    ɾ
    ɾ
    ɾ
    ϝϯλʔ͕૬ஊʹͷΔ
    ՝୊ΞϓϦέʔγϣϯ
    ϨϙδτϦ (JU)VC

    ৽ਓ͝ͱʹ
    ˓˓͞Μݚमઐ༻
    4MBDLνϟϯωϧ

    View full-size slide

  74. ݚमͷ࢓૊Έ
    ΧϦΩϡϥϜ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    4UFQͷ13
    4UFQͷ13
    ɾ
    ɾ
    ɾ
    ϝϯλʔ͕૬ஊʹͷΔ
    શࣾͷ༗ࢤ΋ંʑʹϨϏϡʔ
    ՝୊ΞϓϦέʔγϣϯ
    ϨϙδτϦ (JU)VC

    ৽ਓ͝ͱʹ
    ˓˓͞Μݚमઐ༻
    4MBDLνϟϯωϧ

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  75. ೖࣾ࣌ͷεΩϧʹΑΒͣ
    ಉ͡ΧϦΩϡϥϜͰ
    ݚमΛߦ͍ɺ
    ݚम͕ऴ͔ྃͯ͠Β
    ࣮Ҋ݅ʹΞαΠϯ͢Δ

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  76. εΩϧͷ͋Δਓ͸
    ૣ࣮͘Ҋ݅ʹ
    ΞαΠϯ͞ΕΔ
    ॳ৺ऀ͸ͬ͘͡Γݚम
    ʹऔΓ૊ΊΔ

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  77. ͱͯ΋ྑ͘ͳͬͨʂ
    IUUQTXXXqJDLSDPNQIPUPT!/

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  78. ڭ͑Δଆ͕ϥΫ
    ݚम՝୊͕ܾ·͍ͬͯΔͷͰɺԿΛ΍ͬͯ΋Β͏
    ͔Λ౎౓ߟ͑ͳ͍ͰࡁΉ
    աڈͷݚमͷܦݧ΍ࢿ࢈Λ׆͔ͤΔ
    ඪ४ΧϦΩϡϥϜΛ೺Ѳ͢Δͷ͸ɺݸʑͷ࣮Ҋ
    ݅ͷৄࡉΛཧղ͢ΔΑΓͣͬͱ؆୯
    ୭Ͱ΋ڭ͑ΔଆʹͳΕΔͷͰɺෛՙ͕ϝϯλʔ
    ʹूத͠ͳ͍

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  79. ڭΘΔଆ͕҆৺
    ໢ཏੑͷ͋ΔશࣾͰڞ௨ͷֶश಺༰
    ։ൃɺ13ɺϨϏϡʔͷαΠΫϧΛ௨͡
    ͯɺࣗࣾͷ։ൃελΠϧΛɺ࣮ࡍʹϓϩ
    δΣΫτʹࢀՃ͢Δલʹֶ΂Δ
    ݚमऴྃޙɺϓϩδΣΫτʹεϜʔζʹ
    ࢀՃͰ͖Δ

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  80. ड͚ೖΕνʔϜ͕҆৺
    IUUQTXXXqJDLSDPNQIPUPTDMJDLS

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  81. ड͚ೖΕνʔϜ͕҆৺
    (JUIVCͱ
    ࣗಈςετͱ
    3BJMTͷ$36%͸
    Θ͔Δ͸ͣ
    IUUQTXXXqJDLSDPNQIPUPTDMJDLS

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  82. ड͚ೖΕνʔϜ͕҆৺
    (JUIVCͱ
    ࣗಈςετͱ
    3BJMTͷ$36%͸
    Θ͔Δ͸ͣ
    ݚम
    ϨϏϡʔ͚ͨ͠Ͳ
    ͳ͔ͳ͔ྑ͍ײ͡ͷ
    ରԠͯͨ͠Α
    IUUQTXXXqJDLSDPNQIPUPTDMJDLS

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  83. ड͚ೖΕνʔϜ͕҆৺
    (JUIVCͱ
    ࣗಈςετͱ
    3BJMTͷ$36%͸
    Θ͔Δ͸ͣ
    ݚम
    ϨϏϡʔ͚ͨ͠Ͳ
    ͳ͔ͳ͔ྑ͍ײ͡ͷ
    ରԠͯͨ͠Α
    3%#͸ಘҙͰ
    σβΠϯۤखͬΆ͍
    IUUQTXXXqJDLSDPNQIPUPTDMJDLS

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  84. ड͚ೖΕνʔϜ͕҆৺
    (JUIVCͱ
    ࣗಈςετͱ
    3BJMTͷ$36%͸
    Θ͔Δ͸ͣ
    ݚम
    ϨϏϡʔ͚ͨ͠Ͳ
    ͳ͔ͳ͔ྑ͍ײ͡ͷ
    ରԠͯͨ͠Α
    3%#͸ಘҙͰ
    σβΠϯۤखͬΆ͍
    ͡Ό͋ɺ·ͣ͸
    ͋ͷλεΫ
    ୲౰ͯ͠΋Β͓͏͔
    IUUQTXXXqJDLSDPNQIPUPTDMJDLS

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  85. ձ͕ࣾϥΫ
    ࠾༻ʹ͍ͭͯͷࣾ಺ͷงғؾ͕໌Δ͘ͳͬ
    ͨ
    ϝϯλʔ΍ݚममྃޙͷड͚ೖΕνʔϜ
    ͷબఆ͕͠΍͘͢ͳͬͨ
    ஫ɿ७ਮʹݚमͷΈͷظ͕ؒੜ͡ΔͷͰ
    ίετతʹ͸͔ͬ͠Γ͔͔Γ·͢

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  86. ੍౓Λม͑ͯΈͯ
    ͸͡Ίͯ෼͔ͬͨ͜ͱ

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  87. ݚमͷ13ϨϏϡʔͷ
    ޮՌ͕͍͢͝ʂ

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  88. 13 1VMM3FRVFTU
    ͱ͸
    (JU)VC্Ͱग़͢ίʔυͷมߋͷఏҊͷ͜
    ͱ
    ϒϥ΢β͔ΒίʔυͷৄࡉΛݟͯɺߦ୯Ґ
    Ͱίϝϯτͨ͠Γɺٞ࿦Λ͢Δ͜ͱ͕Ͱ͖
    ΔˠίʔυϨϏϡʔ͕Ͱ͖Δʂ
    $*πʔϧͱ࿈ಈͤ͞Δ͜ͱ͕Ͱ͖Δ
    ࠷ऴతʹఏҊΛऔΓࠐΉʹ͸ɺϚʔδ͢Δ

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  89. ίʔυϨϏϡʔͱ͸ʁ
    ʙதԝूݖతͳ৔߹ʙ
    ඼࣭͕֬ೝ͞Εͨίʔυ͚ͩΛίʔυϕʔ
    εʹೖΕΔͨΊͷνΣοΫϙΠϯτ
    ϚʔδݖݶΛ࣋ͬͨਓ͕ɺίʔυͷ඼࣭
    Λ୲อ͢ΔͨΊʹத৺ͱͳͬͯϨϏϡʔ
    ϚʔδݖݶΛ࣋ͬͨਓ͕Ϛʔδ͢Δ

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  90. ίʔυϨϏϡʔͱ͸ʁ
    ʙຽओతͳ৔߹ʙ
    ݸਓͷॻ͍ͨίʔυΛɺνʔϜͰڞ༗͢ΔͨΊ
    ͷεςοϓ
    ؾʹͳΔ఺ɺΘ͔Βͳ͍఺ɺྑ͍ͱࢥͬͨ఺ͳ
    ͲɺͳΜͰ΋ίϝϯτͯ͠ίϛϡχέʔγϣϯ
    ͢Δ
    ͍ͭͨίϝϯτΛࢀߟʹͯ͠ίʔυΛվળ͠ɺ
    ߹ҙ͕ͱΕͨஈ֊ͰίʔυϕʔεʹϚʔδ͢Δ

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  91. ສ༿ͷ৽ਓݚम͸
    ຽओతͳελΠϧͷ
    ίʔυϨϏϡʔ

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  92. ݚमͷ13ϨϏϡʔͷ
    ޮՌ͕Ͳ͏͍͢͝ͷ͔ʁ

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  93. ΈΜͳͰϨϏϡʔͰ͖Δ
    ݚमܦݧऀ͸౰વ͘Θ͍͠
    ϝϯλʔܦݧऀ΋౰વ͘Θ͍͠
    ຖ౓΄΅ಉ͡՝୊͔ͩΒɺ΄͔ͷਓ΋಺༰
    Λਪଌ͠΍͘͢ɺޱΛͩ͠΍͍͢
    ϝϯλʔͷෛՙ͕ܰݮ͞ΕΔ
    ৽ਓͷ࡞ۀޮ཰6Q

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  94. จԽͷ͢Γ͋Θ͕ͤͰ͖Δ
    13Λ࣠ͱͨ͠։ൃαΠΫϧʹ׳ΕΔ͜ͱ͕
    Ͱ͖Δ
    ࣮Ҋ݅ʹࢀՃ͢Δલʹɺࣗࣾͷ։ൃελΠϧ
    ΍จԽͷ͢Γ߹Θ͕ͤͰ͖Δ
    ϨϏϡʔΛ௨ͯ͡ɺ৽ਓͷਓฑ΍Ձ஋؍ɺ͜
    ͩΘΓͳͲ΋෼͔Δ
    ৽ਓɾड͚ೖΕνʔϜ૒ํͷ҆৺ʹͭͳ͕Δ

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  95. ୈࡾऀ΋ษڧͰ͖Δ
    ϨϏϡʔίϝϯτΛΈͯ஌ࣝΛ਎ʹ͚ͭ
    ͨΓɺϨϏϡʔͷண؟఺ΛֶͿ͜ͱ͕Ͱ
    ͖Δ
    ͜Ε·ͰֶΜͩ͜ͱͷ෮शʹ΋ͳΔ
    ࠷৽ͷٕज़ʢສ༿Ͱ͍͑͹࠷৽όʔδϣ
    ϯͷ3VCZ΍3BJMTʣͷ࢓༷Λ֬ೝ͢Δ
    ػձ͕૿͑Δ

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  96. ϨϏϡʔࣗମ͕ࢿ࢈
    ϨϏϡʔ಺༰͸কདྷͷݚमͷࢿྉͱ͠
    ͯ׆༻Ͱ͖Δ
    IUUQTXXXqJDLSDPNQIPUPTQFUFSBMMFO

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  97. ΧϦΩϡϥϜ͸
    ҭͯΔ͜ͱ͕
    Ͱ͖Δ

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  98. ສ༿ͷ৽ਓڭҭ੍౓͸
    ࣗ཯తʹ
    վળϧʔϓΛճͯ͠
    ΧϦΩϡϥϜΛ
    όʔδϣϯΞοϓ

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  99. ݚमऴ࣮ྃ࣌Ҋ݅΁
    +PJOͯ͠গ͔ͯ͠͠Β
    ΠϯλϏϡʔΛ࣮ࢪ

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  100. ΧϦΩϡϥϜͷόʔδϣϯΞοϓ
    ՝୊ͷू߹ɾϝϯλʔखҾॻ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    ᶃݚममྃޙɺ৽ਓʹΠϯλϏϡʔΛ࣮ࢪ

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  101. ΧϦΩϡϥϜͷόʔδϣϯΞοϓ
    ՝୊ͷू߹ɾϝϯλʔखҾॻ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    ᶃݚममྃޙɺ৽ਓʹΠϯλϏϡʔΛ࣮ࢪ
    *TTVF
    ᶄݚमதΠϯλ
    Ϗϡʔͷؾ͖ͮΛ
    *TTVFԽ
    *TTVF

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  102. ΧϦΩϡϥϜͷόʔδϣϯΞοϓ
    ՝୊ͷू߹ɾϝϯλʔखҾॻ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    ڭҭ.5(
    ᶅڭҭνʔϜͰɺ
    *TTVFΛΈͯରԠํ਑
    Λٞ࿦
    ᶃݚममྃޙɺ৽ਓʹΠϯλϏϡʔΛ࣮ࢪ
    *TTVF
    ᶄݚमதΠϯλ
    Ϗϡʔͷؾ͖ͮΛ
    *TTVFԽ
    *TTVF

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  103. ΧϦΩϡϥϜͷόʔδϣϯΞοϓ
    ՝୊ͷू߹ɾϝϯλʔखҾॻ
    ʢεςοϓʙʣ
    Ϛελʔσʔλ
    ڭҭ.5(
    ᶅڭҭνʔϜͰɺ
    *TTVFΛΈͯରԠํ਑
    Λٞ࿦
    ᶃݚममྃޙɺ৽ਓʹΠϯλϏϡʔΛ࣮ࢪ
    *TTVF
    ᶄݚमதΠϯλ
    Ϗϡʔͷؾ͖ͮΛ
    *TTVFԽ
    *TTVF
    1VMM3FRVFTU
    ᶆܾఆͨ͠ํ਑ʹج
    ͖ͮڭࡐΛվగɺ
    13Ϛʔδ

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  104. ͜Ε·ͰͷόʔδϣϯΞοϓ
    վળϧʔϓΛ௨ͯ͡ʮ͜ͷֶश΋ඞཁͩΑͶʯͱ͍
    ͏ϑΟʔυόοΫ͕دͤΒΕɺֶश಺༰ͷ໢ཏੑ͕
    ߴ·ͬͨ
    ֶͿͨΊͷ͓͢͢Ίڭࡐ৘ใ͕ू·ͬͨ
    ݚमऴྃ࣌ظ͕৽ਓ͝ͱʹҟͳΓɺΞαΠϯܭը͕
    ཱͯͮΒ͍ͷͰɺաڈʹ͔͔ͬͨ࣌ؒͷه࿥Λ͔ͭͬ
    ͯ༧૝ऴྃ࣌ظΛܭࢉ͢ΔΑ͏ʹͯ͠Έ͍ͯΔ
    ϝϯλʔ޲͚ͷ۩ମతͳΨΠυͷ֦ॆ

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  105. ৽ਓ͸
    ࣗ෼͕ड͚ͨ
    ڭҭ੍౓΁ͷ
    ؔ৺͕ߴΊ

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  106. ͦͷ৽ਓ͕ҭͬͯ
    ϝϯλʔΛ͢Δ͜ͱͰ
    ڭ͑Δޮ཰6Q
    ੍౓վྑͷޮ཰΋6Q

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  107. ྑ͍ϧʔϓʂ

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  108. ڭҭΧϦΩϡϥϜΛ
    ࡞ͬͨഎܠͱ
    ສ༿Ͱͷ࢖͍ํ
    ʢ׬ʣ

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  109. ॳ৺ऀ͕
    ཱࣗͨ͠3VCZٕज़ऀʹ
    ҭ͍ͬͯͨ͘Ίʹ
    ४උ͍ͨ͠؀ڥ
    IUUQTXXXqJDLSDPNQIPUPTEFCCDPMMJOT

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  110. ࣗ෼͕ओମͱͳͬͯ
    ೳಈతʹऔΓ૊Ή
    ࣗ༝౓ͷߴ͍
    ϦΞϧͳ՝୊

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  111. ద੾ͳ࣮Ҋ͕݅
    ͋Ε͹Α͠

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  112. ສ༿ͷ
    ڭҭΧϦΩϡϥϜΛ
    ར༻͢Δͷ΋
    Ұͭͷબ୒ࢶ

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  113. 3VCZ 3BJMT

    ٕज़ऀ

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  114. τϨΠχʔͷ
    ίʔυΛ
    ϨϏϡʔ͢Δਓ

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  115. ϨϏϡʔΛ௨ͯ͡
    ڭ͑Δଆ΋
    ษڧʹͳΔ
    ׬ᘳͰ͋Δඞཁ͸ͳ͍

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  116. ݱ৔ͷ։ൃ࡞๏ͳͲΛ
    ఻͑ΒΕΔਓ͕Α͍

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  117. ڭҭΧϦΩϡϥϜΛ
    ܧଓతʹར༻͢Ε͹
    ڭ͑Δଆͷෛՙ͸
    ܰ͘ͳΔ

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  118. ఻͑Δ΂͖จԽ

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  119. ࢓ࣄͷਐΊํ
    ΞδϟΠϧ։ൃ
    νʔϜ։ൃ
    ίϛϡχέʔγϣϯ

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  120. ϨϏϡʔͷ࢓૊Έ

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  121. (JU)VCͳͲͷ
    ϓϥοτϑΥʔϜ

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  122. ϨϏϡʔͷश׳ɺจԽ

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  123. ສ༿ͰͷܦݧʹΑΔͱ
    ΧϦΩϡϥϜʹ͸
    ʙϲ݄͘Β͍ඞཁ

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  124. τϨΠχʔ͕
    ࣗ෼Ͱओମతʹ
    ߟ͑ɺߦಈ͢Δʹ͸
    ͕࣌ؒඞཁͩͱ
    ׂΓ੾Δ

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  125. ͔͔Δ࣌ؒͷ
    ޮ཰Խ

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  126. ֶश࣌ؒͷޮ཰Խ
    ϨϏϡʔ଴ͪ࣌ؒͷϩεΛݮΒ͢
    ೰Μͩͱ͖ʹ͙͢૬ஊͰ͖Δମ੍
    POͳͲʹΑΔ৘ใऩूͱɺඞཁͳࢧ
    ԉͷఏڙ
    ՝୊ΛਐΊ͍͍͔ͯͲ͏͔ͷ൑அج४Λ
    ͸͖ͬΓͤ͞Δ

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  127. جૅతͳ͜ͱΛผ్
    ิ͑Δ͜ͱ

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  128. ΧϦΩϡϥϜ͸3BJMT
    ΞϓϦέʔγϣϯΛ
    ࡞Δͱ͜Ζ͔Β
    ࢝·Δ

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  129. ϓϩάϥϜͱ͸ʁ
    3VCZͱ͸ʁ
    ΦϒδΣΫτࢦ޲ͱ͸ʁ
    σʔλϕʔεͱ͸ʁ
    ɾɾɾͳͲͷ
    جૅ஌͕ࣝผ్ඞཁ

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  130. جૅ஌ࣝ·Ͱ
    ϨϏϡʔͰิ׬͢Δ
    ͜ͱ΋Ͱ͖Δ͕
    ޮ཰͕ྑ͘ͳ͍

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  131. جૅ஌ࣝΛֶͿ
    ηϛφʔτϨʔχϯάεΫʔϧͰֶ
    Ϳ
    ຊΛಡΉ
    3VCZ4JMWFSͳͲͷडݧΛ௨ֶͯ͡Ϳ
    ϝϯλʔʹڭ͑ͯ΋Β͏

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  132. ڭҭγεςϜͷվળ
    ϧʔϓ

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  133. τϨΠχʔ΍
    ϨϏϡʔͨ͠ਓͨͪ
    ڭҭʹܞΘΔਓͨͪͰ
    ৼΓฦͬͯ
    ܧଓతʹվળ͢Δ

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  134. ٕज़ͷมԽͳͲʹ΋
    ௥ਵ͍ͤͯ͘͞

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  135. ४උ͍ͨ͠؀ڥ·ͱΊ
    ՝୊
    3VCZ 3BJMT
    ٕज़ऀ
    ఻͑Δ΂͖จԽ
    ϨϏϡʔͷ࢓૊Έ
    ࣌ؒ
    جૅతͳ͜ͱΛผ్ิ͑Δ͜ͱ
    ڭҭγεςϜͷվળϧʔϓ

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  136. ཱࣗͨ͠3VCZٕज़ऀΛ
    ҭͯΔʹ͸
    جૅ஌ࣝΛ਎ʹ͚ͭͨޙͰ
    ʮ̎प໨ʯͷܦݧΛੵ·͍ͤͨ
    ϨϏϡʔΛ࣠ͱͨࣾ͠಺ݚम͸ޮՌత
    Α͔ͬͨΒͥͻສ༿ͷڭҭΧϦΩϡϥϜ
    Λࢼͯ͠Έ͍ͯͩ͘͞

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