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エンジニアとして この先生きのこるために

エンジニアとして この先生きのこるために

2020年度リクルート新人ブートキャンプ エンジニアコースの講義資料です

Recruit Technologies

August 21, 2020
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  1. ΤϯδχΞͱͯ͠
    ͜ͷઌੜ͖ͷ͜ΔͨΊʹ
    ࿨ా୎ਓ
    "QS !ϦΫϧʔτςΫϊϩδʔζ

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  2. UXBEB
    U@XBEB
    UXBEB
    ࿨ా୎ਓ

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  3. ؂मɺ؂༁ɺ຋༁ͨ͠ຊͨͪ

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  4. テスト書いてますか!!
    ελϯυ໊ϫΠϧυɾαόϯφ

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  5. wେֶࡏֶத͔ΒઃܭͱϓϩάϥϛϯάͷΞϧόΠτ
    Λ࢝ΊΔ
    wଔۀޙϓϩάϥϚͱͯ͠ͷΩϟϦΞΛ։࢝
    wిࢠ੓෎ͷαϒϓϩδΣΫτ ਺ઍਓن໛
    ͰϦʔυ
    ϓϩάϥϚ
    w91ͷίʔνͱͯ͠ਓͷΞδϟΠϧνʔϜʹࢀՃ
    wߨԋɺࣥචɺ044׆ಈΛ࢝ΊΔ
    wݱࡏ͸ٕज़ސ໰ۀΛߦ͍ͬͯΔ
    ΩϟϦΞతͳ΋ͷ

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  6. ΑΖ͓͘͠ئ͍͠·͢

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  7. View Slide

  8. View Slide

  9. ֶͼଓ͚Δ࢟੎

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  10. lৗʹ͋ͳͨͷ
    ஌ࣝϙʔτϑΥϦΦ
    ʹ౤ࢿ͢Δ͜ͱz

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  11. ٕज़ΛֶͿͷͰ
    ͸ͳ͘ɺٕज़ͷ
    ֶͼํΛֶͿ

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  12. Agenda
    ֶͼํΛֶͿ
    ݱ໾ϓϩάϥϚͰ͍ΔͨΊʹ
    ͓ΘΓʹ

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  13. ࢛൒ظຖʹٕज़ॻΛಡΉ
    खΛಈֶ͔ͯ͠Ϳ
    ຖ೥গͳ͘ͱ΋ͭͷݴޠΛֶश͢Δ
    ਎ͷճΓΛϓϩάϥϛϯάର৅ʹ͢Δ
    Ξ΢τϓοτΛߦ͏

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  14. l࢛൒ظຖʹ
    ٕज़ॻΛಡΉz

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  15. View Slide

  16. 感覚記憶
    0.5 〜 2sec
    短期記憶
    15 〜 30 sec
    長期記憶
    死ぬまで?
    ֶͼͷ࢓૊Έ

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  17. ೴಺ΠϯσοΫεΛ࡞Δ
    ピッカーを育てる = 反復練習
    何度も長期記憶から出し入れする
    荷物を他の荷物とくっつける
    連想記憶を育てる

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  18. 1999 2000 2001 2002 2003 2004 2005 2006
    ͨͱ͑͹ɺ࣌ܥྻʹฒ΂Δ

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  19. ࢛൒ظຖʹٕज़ॻΛಡΉ
    खΛಈֶ͔ͯ͠Ϳ
    ຖ೥গͳ͘ͱ΋ͭͷݴޠΛֶश͢Δ
    ਎ͷճΓΛϓϩάϥϛϯάର৅ʹ͢Δ
    Ξ΢τϓοτΛߦ͏

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  20. lखΛಈ͔͠
    ֶͯͿz

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  21. Ͱ͖Δ
    ޷͖ʹͳΔ
    ΍Δ
    ໼ҹਖ਼ͷ઀ଓ
    ࠜݩ͕૿͑Ε͹ઌ΋૿͑Δɻ
    ࠜݩ͕ݮΕ͹ઌ΋ݮΔ

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  22. σʔϧͷԁਲ਼

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  23. ࣸܦ

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  24. IUUQUXJUUFSDPNU@XBEBTUBUVTFT

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  25. ࢛൒ظຖʹٕज़ॻΛಡΉ
    खΛಈֶ͔ͯ͠Ϳ
    ຖ೥গͳ͘ͱ΋ͭͷݴޠΛֶश͢Δ
    ਎ͷճΓΛϓϩάϥϛϯάର৅ʹ͢Δ
    Ξ΢τϓοτΛߦ͏

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  26. lຖ೥গͳ͘ͱ΋
    ҰͭͷݴޠΛ
    ֶश͢Δz

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  27. ୈೋͷݴޠʹ͸ɺੋඇͱ΋ɺ࠷ॳͷݴޠͱ͸ύϥμΠϜ
    ͷҧ͏ݴޠΛબͿ΂͖Ͱ͢ɻͦΕ͸ͳ͔ͥͱ͍͏ͱɺύ
    ϥμΠϜͷҧ͏ݴޠΛֶͿͱɺΞϧΰϦζϜɺΠσΟΦ
    Ϝɺύλʔϯͷ࣮૷ʹ͍ͭͯݏͰ΋ߟ͑ΔΑ͏ʹͳΔ͔
    ΒͰ͢ɻ
    ಉ༷ͷΞϧΰϦζϜΛ࣮૷͢Δʹͯ͠΋ɺ৭ʑͳ΍Γ͔
    ͕ͨ͋ΓಘΔ͜ͱʹؾ͖ͮ·͢ɻ͜ͷମݧ͕ɺϓϩάϥ
    Ϛͷٕज़Λେ͖͘޲্ͤ͞·͢ɻ
    ϓϩάϥϛϯάݴޠ͸ෳ਺शಘ͢΂͖

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  28. "OEZ)VOUͱ%BWF5IPNBT͸ɺଟ͘ͷਓʹӨڹΛ༩
    ͑ͨஶॻʰୡਓϓϩάϥϚʔʱͷதͰɺʮຖ೥ɺ৽ͨͳ
    ϓϩάϥϛϯάݴޠΛͭ͸ֶͿ͜ͱʯͱקΊ͍ͯ·
    ͢ɻࢲ͸ͦͷΞυόΠεʹै͍ɺաڈԿ೥͔ͷؒʹ࣮ࡍ
    ʹ਺ଟ͘ͷݴޠΛֶΜͰ͖·ͨ͠ɻ
    ͦͯ͠ɺͦͷதͰʮݴޠΛֶͿͱ͍͏ͷ͸ɺͨͩจ๏ɺ
    ߏจΛֶͿ͜ͱͰ͸ͳ͘ɺͦͷഎܠʹ͋ΔจԽ΋ֶͿ
    ͜ͱʯͱ͍͏ॏཁͳڭ܇Λಘ·ͨ͠ɻ
    ݴޠ͚ͩͰͳ͘จԽ΋ֶͿ

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  29. http://www.thoughtworks.com/radar/languages-and-frameworks

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  30. http://www.thoughtworks.com/radar/languages-and-frameworks

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  31. http://www.thoughtworks.com/radar/languages-and-frameworks

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  32. http://www.thoughtworks.com/radar/languages-and-frameworks

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  33. http://www.thoughtworks.com/radar/languages-and-frameworks

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  34. lӳޠ͕Ͱ͖ΔΑ͏ʹͳΔͱ͍͏ͷ͸ɺ
    ʮେ͖ͳਤॻؗͷ伴ʯΛ౉͞ΕΔΑ͏ͳ
    ΋ͷͰ͢ɻҰਓͻͱΓͷਓੜʹ͍ΖΜͳ
    ՄೳੑΛ༩͑ͯ͘Ε·͢z
    ŠŠߴদचࢠ
    http://blogos.com/article/85541/
    ٕज़ऀͱӳޠ

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  35. ࢛൒ظຖʹٕज़ॻΛಡΉ
    खΛಈֶ͔ͯ͠Ϳ
    ຖ೥গͳ͘ͱ΋ͭͷݴޠΛֶश͢Δ
    ਎ͷճΓΛϓϩάϥϛϯάର৅ʹ͢Δ
    Ξ΢τϓοτΛߦ͏

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  36. ਎ͷճΓΛ
    ϓϩάϥϛϯά
    ର৅ʹ͢Δ

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  37. ϓϩάϥϚ޲͚ͷຊͷ؂मऀ͸
    Ͳ͏͋Δ΂͖͔

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  38. ϓϩάϥϚΒ͘͠
    ଵଦɺၗຫɺ୹ؾ
    ϓϨʔϯςΩετΛ޷Ή
    ͢΂ͯΛόʔδϣϯ؅ཧ͢Δ
    ͢΂ͯΛࣗಈԽ͢Δ
    มԽΛ๊༴͢Δ

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  39. ϓϩάϥϚΒ͘͠
    ݪߘ͸NBSLEPXOܗࣜ
    ݪจ͸εΫϨΠϐϯάͯ͠औಘ
    HJUΛ࢖͍όʔδϣϯ؅ཧ
    IFSPLVʹQVTIͯ͠αΠτʹ൓ө
    ؂मࠩ෼͸EPDEJGGͰදࣔ

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  40. View Slide

  41. View Slide

  42. ࠷ۙͭͬͨ͘΋ͷ
    ࢠҭͯ΍ڭҭؔ܎ͷ
    -*/&#PU
    "NB[PO"MFYB4LJMM
    ͳͲ

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  43. ࢛൒ظຖʹٕज़ॻΛಡΉ
    खΛಈֶ͔ͯ͠Ϳ
    ຖ೥গͳ͘ͱ΋ͭͷݴޠΛֶश͢Δ
    ਎ͷճΓΛϓϩάϥϛϯάର৅ʹ͢Δ
    Ξ΢τϓοτΛߦ͏

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  44. Ξ΢τϓο
    τΛߦ͏

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  45. σʔϧͷԁਲ਼

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  46. https://twitter.com/ProfFeynman/status/981943455508148225

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  47. Πϯϓοτ
    Ξ΢τϓοτ
    ਖ਼ͷϑΟʔυόοΫϧʔϓ
    ໼ҹਖ਼ͷ઀ଓ
    ࠜݩ͕૿͑Ε͹ઌ΋૿͑Δɻ
    ࠜݩ͕ݮΕ͹ઌ΋ݮΔ

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  48. ྔ͸࣭ʹసԽ͢Δ
    http://d.hatena.ne.jp/KZR/20080808/p1

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  49. CMPHΛॻ͘

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  50. l৘ใൃ৴ɺCMPH ൃ
    ද ެ։ͳͲ͸ɺ਺ֶͷ
    ະղܾ໰୊ͷ
    ূ໌Ͱ
    ͸ͳ͘ɺྉཧͷΑ͏ͳ
    ΋ͷz

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  51. ࣥච͢Δ ·ͣ͸ࡶࢽ͔Β

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  52. HJIZPKQͷ࿈ࡌ
    ʰʦಈըͰղઆʧ࿨ా୎ਓͷlςετۦಈ։ൃzߨ࠲ʱ
    IUUQHJIZPKQEFWTFSJBMUEE
    શճ͢΂ͯಈը෇͖ղઆ
    χίχίಈըͰ΋ݟΕ·͢
    8%#աڈهࣄͷಛઃαΠτͱಈը΋

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  53. ίʔυΛެ։͢Δ

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  54. assert(typeof item.id === 'strong')
    | | | |
    | | | false
    | | "foo"
    | Item{id:"foo",name:"bar"}
    "string"
    --- [string] 'strong'
    +++ [string] typeof item.id
    @@ -1,6 +1,6 @@
    str
    -o
    +i
    ng
    power-assert
    IUUQTHJUIVCDPNQPXFSBTTFSUKTQPXFSBTTFSU

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  55. ߨԋ͢Δ

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  56. ϥΠϒίʔσΟϯά͕࠷΋ϋΠϦεΫϋΠϦλʔϯ

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  57. w5XJUUFS
    wCMPH 2JJUB౳
    wࡶࢽهࣄ 8FC ࢴഔମ ిࢠഔମ

    wॻ੶ ڞஶ ຋༁ ؂༁ ୯ஶ

    wߨԋ ࣾ಺ษڧձ ࣾ֎-5 ࣾ֎ߨԋ

    wϥΠϒίʔσΟϯά
    w(JU)VC
    Ξ΢τϓοτͷνϟωϧ

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  58. JOUFSWBM

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  59. Agenda
    ֶͼํΛֶͿ
    ݱ໾ϓϩάϥϚͰ͍ΔͨΊʹ
    ͓ΘΓʹ

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  60. ຖ೔ίʔυΛॻ͘
    ೥Լ͔ΒֶͿ
    աڈ͔ΒະདྷΛݟΔ
    ਓͷͭ͘ΔӔΛݟΔ
    େࣄͳ͜ͱʹूத͢Δ

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  61. ຖ೔ίʔυΛ
    ॻ͘

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  62. w K2VFSZ࡞ऀ+PIO3FTJH͸ि຤ʹࣗ෼ͷϓϩ
    μΫτ։ൃΛؤுΖ͏ͱ͕ͨ͠ɺࣦഊɻ
    w ฏ೔ͱಉ͡അྗͰ͸ॻ͚ͳ͍
    w શͯͷि຤͕ۭ͍͍ͯΔΘ͚Ͱ͸ͳ͍
    w Ұिؒ ͋Δ͍͸ೋिؒ
    ͸௕͍ɻίʔυ
    Λ๨Εͯ͠·͏
    w ͦ͜Ͱ+PIO3FTJH͕ߦͬͨ͜ͱ͸ʜʜ
    ͋ͷ+PIO3FTJHͰ΋͏·͍͔͘ͳ͍͜ͱ

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  63. IUUQFKPIOPSHCMPHXSJUFDPEFFWFSZEBZ

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  64. ຖ೔ίʔυΛॻ͘͜ͱɻϒϩάɺυΩϡϝϯ
    τɺͦͷଞ͸ίʔυΛॻ͍ͨΒ΍ͬͯΑ͍ɻ
    ҙຯͷ͋ΔίʔυΛॻ͘͜ͱɻΠϯσϯτ
    ΍ϑΥʔϚοτͷमਖ਼ɺՄೳͳΒ͹ϦϑΝΫ
    λϦϯά΋ίʔυॻ͖ʹ͸Χ΢ϯτ͠ͳ͍ɻ
    ਂ໷࣌લʹऴΘΒͤΔ͜ͱɻ
    ॻ͍ͨίʔυΛHJUIVCͰશͯ044ʹ͢Δ
    ͜ͱɻ
    ࢛ͭͷϧʔϧ
    IUUQFKPIOPSHCMPHXSJUFDPEFFWFSZEBZ

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  65. ౰࣌ͷ
    !KFSFTJHͷHJUIVCQSPpMF
    IUUQTHJUIVCDPNKFSFTJH

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  66. w ඞཁ࠷খݶͷίʔυ΁ͷूதҰ೔෼ʙ࣌ؒఔ౓Ͱҙ
    ຯͷ͋ΔίʔυΛॻ͘͜ͱ͕ڧ͍ΒΕΔ ٳ೔ʹ͸΋ͬͱ
    ͔͚ΒΕΔ

    w ϓϩάϥϛϯάͷश׳ԽHJUIVCʹ૲Λੜ΍͢ͷ͕໨తͰ
    ͸ͳ͍ɻࣗ෼Ͱࣗ෼ࣗ਎ͷͨΊʹੜ׆श׳Λม͑Δͷ͕େ

    w ෆ҆ͱͷઓ͍Ҏલ͸ʮे෼ʹʯਐΜͰ͍Δ͔ɺʮे෼
    ʹʯ׬੒͍ͯ͠Δ͔ɺෆ͕҆͋ͬͨɻຖ೔ίʔυΛॻ͍ͯ
    ΈͯɺਐΜͰ͍Δͱ͍͏࣮ײ͸ɺ࣮ࡍͷਐḿͱಉ͘͡Β͍
    ॏཁͩͱ͍͏ؾ͖ͮΛಘͨ
    +PIO3FTJHʹىͬͨ͜มԽ

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  67. w ि຤ͷա͔ͨ͝͠Ҏલ͸։ൃͷશͯΛि຤ʹṌ͚ࣦͯ
    ഊ͍͕ͯͨ͠ɺ͍·΍ि຤͸ͦΕ΄ͲॏཁͰͳ͘ͳ
    ΓɺϦΞϧϥΠϑΛॆ࣮Ͱ͖ΔΑ͏ʹͳͬͨ
    w όοΫάϥ΢ϯυॲཧࢄาதɺγϟϫʔதɺৗʹίʔ
    υͷ͜ͱΛόοΫάϥ΢ϯυͰߟ͑ΔΑ͏ʹͳΓɺྑ
    ͍ΞΠσΞ͕ු͔ͿΑ͏ʹͳͬͨ
    w ίϯςΫετεΠονҎલ͸िʹҰճͷ։ൃͩͬͨͷ
    ͰίϯςΫετεΠονͷίετ͕͕͋ͬͨɺ͍·͸
    ຖ೔ͳͷͰͦΕ͕ͳ͍
    +PIO3FTJHʹىͬͨ͜มԽ

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  68. w ϫʔΫϥΠϑόϥϯε࢓ࣄੜ׆ࣗ෼ͷϓϩδΣΫτ
    ͷόϥϯεͷऔΓํ͕෼͔ͬͨͷ͕࠷େͷऩ֭ͩͬͨɻ
    ຖ೔΍Δͱ͍͏͜ͱ͸ɺόϥϯεΛऔΔͱ͍͏͜ͱ
    w ·ΘΓ͔Βͷཧղʮຖ೔ίʔυΛॻ͘ʯͱ͍͏श׳Λ
    ެݴͨ͜͠ͱͰɺύʔτφʔ͔Βͷཧղ΋ಘΒΕΔΑ͏
    ʹͳͬͨ
    w ͲΕ͚ͩίʔυΛॻ͍͔ͨ͜ͷश׳Λଓ͚Δͱॻ͘
    ίʔυ΍Ξ΢τϓοτ͸ࣗ෼Ͱ΋֮͑ΒΕͳ͍͘Β͍ͷ
    ྔʹͳΓɺॆ࣮ײΛಘΒΕΔ
    +PIO3FTJHʹىͬͨ͜มԽ

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  69. ʮ͍·ɺখ͞ͳ͜ͱΛଟ͘ੵΈ্
    ͛Δ͜ͱ͕ɺͱΜͰ΋ͳ͍ͱ͜Ζ
    ΁ߦͨͩ͘ͻͱͭͷಓͳΜͩͳͱ
    ͍͏;͏ʹײ͍ͯ͡·͢ʯ
    Πνϩʔ͕೥ʹ/#"೥ؒ࠷ଟ҆ଧΛߋ৽ͨ͠ͱ͖ͷݴ༿

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  70. ࢲ΋݁ߏଓ͚·ͨ͠

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  71. ࣄྫ

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  72. ݱࡏͷ!KFSFTJHͷHJUIVCQSPpMF
    IUUQTHJUIVCDPNKFSFTJH

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  73. ࢝ൃӺۙ͘ʹॅΈɺ࠲ΕΔՄೳੑΛίϯτϩʔϧ͢Δ

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  74. ຖ೔ίʔυΛॻ͘
    ೥Լ͔ΒֶͿ
    աڈ͔ΒະདྷΛݟΔ
    ਓͷͭ͘ΔӔΛݟΔ
    େࣄͳ͜ͱʹूத͢Δ

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  75. ೥Լ͔Β
    ֶͿ

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  76. lҰੜϓϩάϥϚʔͰ͍
    ΕΔ͔Ͳ͏͔͸ɺݴ͍
    ׵͑Ε͹೥Լ͔Βֶ΂
    Δ͔൱͔ɻz

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  77. Ͱ͖Δ
    ޷͖ʹͳΔ
    ա৒ద߹ͱλίπϘԽ
    ໼ҹਖ਼ͷ઀ଓ
    ࠜݩ͕૿͑Ε͹ઌ΋૿͑Δɻ
    ࠜݩ͕ݮΕ͹ઌ΋ݮΔ

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  78. wఆظతʹࣗ෼ͷεΩϧΛ୨Է͢͠Δ
    wੵۃతʹ֎෦ʹग़ͯɺࣗ෼ͷεΩϧΛ
    ૬ରԽ͢Δ
    w࢖͏ಓ۩Λఆظతʹม͑Δ
    wະ஌ͷίϛϡχςΟʹࢀՃ͢Δ
    wएऀ͔ΒֶͿ
    wएऀͱಉ͡౔ඨͰڝ͏
    ϕϯνϚʔΫͱΞϯϥʔχϯά

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  79. ペアプログラミング
    ベテランにはアンラーニングのチャンス

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  80. ຖ೔ίʔυΛॻ͘
    ೥Լ͔ΒֶͿ
    աڈ͔ΒະདྷΛݟΔ
    ਓͷͭ͘ΔӔΛݟΔ
    େࣄͳ͜ͱʹूத͢Δ

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  81. աڈ͔Β
    ະདྷΛ஌Δ

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  82. ٕज़͸ʮৼΓࢠʯ

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  83. ٕज़͸ʮΒͤΜʯ

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  84. IUUQTTQFBLFSEFDLDPNUXBEBVOEFSTUBOEJOHUIFTQJSBMPGUFDIOPMPHJFT

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  85. IUUQXXXQVCMJDLFZKQCMPHIUNM

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