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cookpad-summer-internship-2021-service-development.pdf

justin
August 26, 2021

 cookpad-summer-internship-2021-service-development.pdf

justin

August 26, 2021
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  1. αʔϏε։ൃߨٛ
    Cookpad Summer Internship 2021
    1

    View Slide

  2. ߨࢣࣗݾ঺հ
    ୩ޱߒ࢘ (δϟεςΟϯ)
    @juschin_
    • 2020೥৽ଔೖࣾ ΤϯδχΞ
    • 10daysαϚʔΠϯλʔϯ2018 - PBL ग़਎
    • ങ෺αʔϏε։ൃ෦ αʔόʔαΠυΤϯδχΞ
    ϨγϐαʔϏεͷʮ͔͍΋ͷػೳʯ։ൃΛߦ͍ͬͯΔ෦ॺ

    2

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  3. TA঺հ
    ࠤ౻ರ໵ @n_atmark

    ͋ͭ΍
    ງߐ݈ଠ࿠@horiinu

    ϗϦέϯ
    2019৽ଔ ΫϦΤΠγϣϯ։ൃ෦
    αʔόʔαΠυΤϯδχΞ
    2017ՆΠϯλʔϯग़਎
    2019৽ଔ ങ෺αʔϏε։ൃ෦

    iOS ΤϯδχΞ
    ՆΠϯλʔϯTAɾߨࢣܦݧऀ
    3
    Ԙग़ݚ࢙ @solt902
    9

    ৯Ԙग़ݱ
    2020த్ೖࣾ ങ෺ϓϩμΫτ։ൃ෦

    αʔόʔαΠυΤϯδχΞ

    View Slide

  4. • ΫοΫύουͷαʔϏε։ൃʹର͢Δߟ͑ํΛ஌Δ
    • ΫοΫύουͷαʔϏε։ൃϓϩηεΛମݧ͢Δ
    • αʔϏε։ൃͷ೉͠͞΍Կ͕ٻΊΒΕ͍ͯΔͷ͔Λ஌Δ
    ߨٛͷ໨త
    4

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  5. αʔϏε։ൃߨٛ
    ߨٛฤ
    5

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  6. αʔϏε։ൃͱ͸ʁ
    6

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  7. • ʮϢʔβʹՁ஋Λಧ͚Δ͜ͱʯͦ͜αʔϏε։ൃͰ͋Δ
    • ྫ͑͹
    ‣ ࠔ͍ͬͯΔ͜ͱΛղܾ͢Δ
    ‣ ෆศ͚ͩͲ࢓ํͳ͘࢖͍ͬͯΔ࢓૊Έͷ୅ΘΓΛఏڙ͢Δ
    ‣ خ͍͠ɾָ͍͠ͱ͍ͬͨײ৘Λڧ͘͢ΔମݧΛఏڙ͢Δ
    αʔϏε։ൃͱ͸
    7

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  8. αʔϏεͮ͘Γͱ͸
    ੺ͷଞਓ΁ͷϓϨθϯτબͼ
    8

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  9. • ੺ͷଞਓʹԿΛϓϨθϯτ͠·͔͢ʁ
    ‣ ๻(justin)ʹϓϨθϯτΛ͋͛ΔͳΒʁ
    ‣ ͪΐͬͱߟ͑ͯΈͯSlackʹॻ͍ͯΈ·͠ΐ͏📝
    ϓϨθϯτબͼ
    9

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  10. • ੺ͷଞਓʹԿΛϓϨθϯτ͠·͔͢ʁ
    ‣ ԿΛ౉ͤ͹تΜͰ΋Β͑ΔͩΖ͏͔ɻɻɻʁ
    • ༑ୡ΍Ո଒ͷཉ͍͠෺Λཧղ͢Δͷ͑͞೉͍͠
    ‣ ͜ΕΛ੺ͷଞਓʹߦ͏ͷ͕αʔϏε։ൃ
    ϓϨθϯτબͼ
    10

    View Slide

  11. ෼͔Βͳ͍ͳΒฉ͚͹ྑ͍ʁ
    💁
    👨💻
    ࠓ೔Կ৯΂͍ͨʁ
    11

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  12. ෼͔Βͳ͍ͳΒฉ͚͹ྑ͍ʁ
    💁
    👨💻
    ࠓ೔Կ৯΂͍ͨʁ
    ͏ʔΜ...ͳΜͰ΋͍͍Α
    12

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  13. ෼͔Βͳ͍ͳΒฉ͚͹ྑ͍ʁ
    💁
    👨💻
    ࠓ೔Կ৯΂͍ͨʁ
    ͏ʔΜ...ͳΜͰ΋͍͍Α
    🤦
    13

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  14. ෼͔Βͳ͍ͳΒฉ͚͹ྑ͍ʁ
    💁
    👨💻
    ࠓ೔Կ৯΂͍ͨʁ
    ͏ʔΜ...ͳΜͰ΋͍͍Α
    ࣗ෼ͷཉ͍͠෺ΛݴޠԽ͢Δͷ͸೉͍͠
    14

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  15. ෼͔Βͳ͍ͳΒฉ͚͹ྑ͍ʁ
    • ࣗ෼ͷཉ͍͠෺ΛݴޠԽ͢Δͷ͸೉͍͠
    l΋͠ސ٬ʹɺ൴Βͷ๬Ή΋ͷΛฉ͍͍ͯͨΒɺ

    ൴Β͸ʰ΋ͬͱ଎͍അ͕΄͍͠ʱͱ౴͍͑ͯͨͩΖ͏z
    ϔϯϦʔɾϑΥʔυ ‣ࣗಈं͕ීٴ͢ΔલͷԤถͰ͸ަ௨खஈ͸അंͩͬͨ
    ‣ࣗಈंΛ஌Βͳ͍ਓ͸ࣗಈंͷརศੑ͸૝૾Ͱ͖ͳ͍
    ‣ਓʑͷຊ࣭తͳχʔζ͸ʮ଎͘Ҡಈ͍ͨ͠ʯ
    15

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  16. αʔϏε։ൃ͸೉͍͠
    16

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  17. αʔϏε։ൃͷ೉͠͞
    • ઌߦ͖ͷෆಁ໌ੑ
    ‣ΰʔϧ͕෼͔Βͳ͍
    ‣ࢦඪ͕ແ͍ͨΊࠓ͍Δ৔ॴ΋෼͔Βͳ͍
    • ਖ਼ղ͕ͳ͍தͰਓ͕ཉ͍͠෺Λ࡞Δඞཁ͕͋Δ
    • ࣦഊ͸લఏ
    17

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  18. ෆ࣮֬Ͱࣦഊ͸લఏ
    18

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  19. ෆ࣮֬Ͱࣦഊ͸લఏ
    →ࣦഊΛແବʹ͠ͳ͍։ൃ
    19

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  20. ՊֶతʹαʔϏε։ൃ
    20

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  21. [ܗಈ]
    1. ߟ͑ํ΍ߦಈͷ͔ͨ͠
    が
    ɺ࿦ཧతɺ࣮ূత
    で
    ɺܥ౷ཱ͍ͬͯΔ͞·ɻ


    2. ಛʹࣗવՊֶͷํ๏ʹ߹͍ͬͯΔ͞·ɻʮՊֶతͳ஌ࣝʹ๡͍͠ʯ


    σδλϧେࣙઘ
    Պֶతͱ͸ʁ
    21

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  22. [ܗಈ]
    1. ߟ͑ํ΍ߦಈͷ͔ͨ͠
    が
    ɺ࿦ཧతɺ࣮ূత
    で
    ɺܥ౷ཱ͍ͬͯΔ͞·ɻ


    2. ಛʹࣗવՊֶͷํ๏ʹ߹͍ͬͯΔ͞·ɻʮՊֶతͳ஌ࣝʹ๡͍͠ʯ


    σδλϧେࣙઘ
    Պֶతͱ͸ʁ
    22

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  23. • ੒ޭ͢Δ֬཰͕ൺֱతߴ͍
    • ࣦഊͷݪҼ͕ಛఆͰ͖Δ
    • ੒൱ؔ܎ͳ݁͘Ռ͔Β৘ใΛಘΒΕΔ
    ՊֶతͳαʔϏε։ൃ
    23

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  24. • αʔϏε։ൃͷࣦഊͱ͸
    ‣ ʮ୭΋ཉ͕͠Βͳ͍ϞϊʯΛ࡞ͬͯ͠·͏͜ͱ
    αʔϏε։ൃͷࣦഊ
    ߱Γ͖ͯͨ
    ͜Ε͸౰ͨΔ
    ͭ͘Γ·͢ʂ
    ։ൃ ϦϦʔε
    💰
    ๲େͳίετ
    💰
    💰
    💰
    💰
    💰
    🗓
    ๲େͳ࣌ؒ
    🗓🗓
    24

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  25. • αʔϏε։ൃͷࣦഊͱ͸
    ‣ ʮ୭΋ཉ͕͠Βͳ͍ϞϊʯΛ࡞ͬͯ͠·͏͜ͱ
    αʔϏε։ൃͷࣦഊ
    ར༻ऀ͕ແ
    ࠓ·ͰҰମԿΛɾɾɾ
    ߱Γ͖ͯͨ
    ͜Ε͸౰ͨΔ
    ͭ͘Γ·͢ʂ
    ։ൃ ϦϦʔε
    💰
    ๲େͳίετ
    💰
    💰
    💰
    💰
    💰
    🗓
    ๲େͳ࣌ؒ
    🗓🗓
    25

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  26. • αʔϏε։ൃͷࣦഊͱ͸
    ‣ ʮ୭΋ཉ͕͠Βͳ͍ϞϊʯΛ࡞ͬͯ͠·͏͜ͱ
    αʔϏε։ൃͷࣦഊ
    αʔϏε։ൃΛ੒ޭͤ͞ΔͨΊʹ͸
    Ͱ͖ΔݶΓૣ͘ɺ࡞Δ΂͖ϞϊΛಥ͖ࢭΊΔ
    26

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  27. ͜͜·Ͱͷ·ͱΊ
    27

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  28. • αʔϏε։ൃ͸΋ͷ͘͢͝೉͍͠
    • ࣦഊ͕લఏͳͷͰɺࣦഊ͔Β͍͔ʹֶͼΛಘΔ͔͕ॏཁ
    • ͦͷͨΊʹՊֶతͳϓϩηεΛҙࣝ͢Δඞཁ͕͋Δ
    αʔϏε։ൃͷߟ͑ํ·ͱΊ
    28

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  29. ࣮ࡍʹͲ͏΍Δͷ͔
    29

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  30. ਖ਼ղ͕ͳ͍தͰਓ͕ཉ͍͠΋ͷΛ࡞Δʹ͸
    ߟ͑ͯ ͔֬ΊΔ
    (Ծઆ) (ݕূ)
    ԾઆͱݕূͷϧʔϓΛ͍ͯͶ͍ʹɺߴ଎ʹ܁Γฦ͢
    ԾઆΛ܁Γฦ͠ݕূ͍ͯ͘͜͠ͱͰগͣͭ͠൑அΛద੾ͳ΋ͷ΁ม͍͚͑ͯΔ
    30

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  31. ʮߟ͑ͯɾ͔֬ΊΔʯΛߴ଎ʹ
    εύϯͷ௕͍։ൃ εύϯͷ୹͍։ൃ
    Ұ୴ਖ਼ղΛܾΊͯಥ͖ਐΉ ਖ਼ղΛ໛ࡧ͠ͳ͕ΒਐΉ
    31

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  32. ݕূΛ܁Γฦͨ͢Ίͷϓϩηε
    32
    • PDCAαΠΫϧ(Plan→Do→ Check→Act
    )

    • OODAϧʔϓ(Observe→Orient→Decide→Act
    )

    • BMLϧʔϓ(Build→Measure→ Learn)

    View Slide

  33. ݕূΛ܁Γฦͨ͢Ίͷϓϩηε
    33
    • PDCAαΠΫϧ(Plan→Do→ Check→Act
    )

    • OODAϧʔϓ(Observe→Orient→Decide→Act
    )

    • BMLϧʔϓ(Build→Measure→ Learn
    )

    View Slide

  34. ࠓ೔ͷߨٛͰ͸
    34
    • ϦʔϯελʔτΞοϓΛϕʔεʹ࿩
    ͠·͢
    • BMLϧʔϓ΋ϦʔϯελʔτΞοϓ
    Ͱग़ͯ͘Δख๏
    • ΫοΫύουࣾ಺Ͱ΋ࢧ͕࣋ߴ͍

    View Slide

  35. BMLϧʔϓ
    idea
    product
    data
    Build
    Measure
    Learn
    σʔλ͔Β
    Ծઆʹ
    Ծઆ͔ΒϓϩμΫτʹ
    ϓϩμΫτ͔Βσʔλʹ
    35

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  36. idea(Ծઆ)
    idea
    product
    data
    Build
    Measure
    Learn
    σʔλ͔Β
    Ծઆʹ
    Ծઆ͔ΒϓϩμΫτʹ
    ϓϩμΫτ͔Βσʔλʹ
    36
    ·ͣ͸ԾઆΛཱͯΔͱ͜Ζ͔Β

    View Slide

  37. Idea(Ծઆ)
    37

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  38. idea(Ծઆ)
    • ԾઆΛཱͯΔʹ͸ϢʔβΛਂ͘ཧղ͢Δ͜ͱ͕ඞཁ
    • ཧղͷϙΠϯτ͸2ͭ
    ཉٻ ՝୊
    ΍Γ͍ͨ Ͱ͖ͳ͍
    38

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  39. Ϣʔβཧղͷख๏
    • ख๏͸͍Ζ͍Ζ(࣍ϖʔδͰ঺հ
    )

    ‣ϢʔβΠϯλϏϡʔ
    ‣Ξϯέʔτ
    ‣υοάϑʔσΟϯά
    ‣ϩά෼ੳ



    ...
    39

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  40. ϢʔβʔΠϯλϏϡʔ
    40
    • ਓʹ࿩Λฉ͖ɺͬ͘͡Γ؍࡯Λ͢Δ
    • ߦಈ΍ଶ౓ͷਂ૚ʹ͋ΔຊԻɺ֩৺
    • ϝϯλϧϞσϧʢࢥߟϓϩηεɺજࡏҙࣝʣ
    Λಋ͘͜ͱ͕Ͱ͖Δௐࠪख๏

    View Slide

  41. Ξϯέʔτ
    41
    • ऩूͨ͠ௐࠪର৅ऀͷ࣮ଶɺҙࣝɺධՁͳͲʹؔ͢Δ
    σʔλΛ਺஋Խ͠ɺ౷ܭֶతʹ෼ੳ͢Δௐࠪํ๏

    View Slide

  42. υοάϑʔσΟϯά
    42
    • ࣗࣾ੡඼ɾαʔϏεΛࣾһ͕೔ৗతʹར༻͠վળʹ໾ཱ
    ͯΔࣄ(ࣾ಺ςετ
    )

    • ೔ৗతͳར༻ͷதͰɺϢʔβϏϦςΟͷ֬ೝ΍໰୊఺ͷ
    ൃݟΛߦ͏
    ※ υοάϑʔυͷηʔϧεϚϯ͕ݘ༻ϏεέοτΛ৯΂ͯ

    ࣭ͷߴ͞ΛΞϐʔϧͨ͠ɺͱ͍͏Τϐιʔυ͕༝དྷ(Β͍͠)

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  43. ϩά෼ੳ
    43
    • ʮϩάʯͱ͸
    • ࣌ܥྻσʔλ (͍ͭɺ୭͕ɺͲ͜ͰɺԿΛͲ͏΍ͬͯɺͲ͏ͨ͠
    )

    • ਺஋σʔλ΍จࣈσʔλ
    • Ұޱʹϩάͱݴͬͯ΋ͨ͘͞Μछྨ͕͋Δ
    • ϢʔβཧղͷͨΊʹԿͷϩάΛݟΕ͹ྑ͍͔
    • PV(ϖʔδϏϡʔ)ϩά: ϒϥ΢βϦΫΤετͷه࿥ɾ෼ੳ
    • ߦಈϩά: Ϣʔβߦಈͷه࿥ɾ෼ੳ
    ͳͲΛݟΔ͜ͱ͕ଟ͍

    View Slide

  44. ϖϧιφ
    • ϢʔβʔཧղΛਂΊͨޙɺ

    ڞ௨఺Λϖϧιφʹ͢Δ
    • Ϣʔβʔ͸ඦਓे৭ɻ
    ‣ ͨͩ͠ɺࣅͨଐੑɾࢤ޲Λ࣋ͭ

    Ϣʔβͷߦಈύλʔϯ͸

    ਺ݸʹऩଋ͢Δ
    • ͦͷߦಈύλʔϯΛݴޠԽ͠

    ϖϧιφʹͯ͠νʔϜ಺Ͱڞ༗͢Δ
    ‣ νʔϜ಺ͰϢʔβʔ૾ͷೝࣝΛἧ͑Δ
    44

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  45. Build
    45

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  46. Build
    idea
    product
    data
    Build
    Measure
    Learn
    σʔλ͔Β
    Ծઆʹ
    Ծઆ͔ΒϓϩμΫτʹ
    ϓϩμΫτ͔Βσʔλʹ
    46

    View Slide

  47. Build
    • ՝୊ͷղܾࡦΛ۩ମԽ͢Δ
    ‣·ͣ͸ϢʔβʔετʔϦʔΛߟ͑Δ
    ‣ϢʔβʔετʔϦʔΛݩʹԾઆΛݴޠԽ͢Δ
    ‣ԾઆͷղܾࡦͷҊΛग़͢
    ‣ԾઆͱղܾࡦΛ·ͱΊͯݴޠԽ͢Δ
    ‣ͦΕΛ࠷খίετͰ࣮ݱ͢Δ

    47

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  48. Build
    • ՝୊ͷղܾࡦΛ۩ମԽ͢Δ
    ‣·ͣ͸ϢʔβʔετʔϦʔΛߟ͑Δ
    ‣ϢʔβʔετʔϦʔΛݩʹԾઆΛݴޠԽ͢Δ
    ‣ԾઆͷղܾࡦͷҊΛग़͢
    ‣ԾઆͱղܾࡦΛ·ͱΊͯݴޠԽ͢Δ
    ‣ͦΕΛ࠷খίετͰ࣮ݱ͢Δ

    48

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  49. idea(Ծઆ)
    • ԾઆΛཱͯΔʹ͸ϢʔβΛਂ͘ཧղ͢Δ͜ͱ͕ඞཁ
    • ཧղͷϙΠϯτ͸2ͭ
    ཉٻ ՝୊
    ΍Γ͍ͨ Ͱ͖ͳ͍
    49

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  50. ϢʔβʔετʔϦʔΛߟ͑Δ
    • ͍͖ͳΓղܾࡦ(ػೳ)Λߟ͑ͳ͍͜ͱ͕ॏཁ
    ‣·ͣ͸Ϣʔβʔ՝୊΍ཉٻΛ໌֬ʹ͢ΔͨΊʹɺ

    Ϣʔβʔͷ཰௚ͳߦಈΛ؀ڥɾഎܠɾײ৘ͳͲʹண໨ͯ͠

    ॻ͖ग़ͯ͠ΈΔ
    50

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  51. ϑϦϚΞϓϦͷετʔϦʔྫ
    • ηʔϧ
    で
    ૂ͍ͬͯͨ෰Λങ͍ಀͯ͠͠·ͬͨ
    • (͏ʔΜɺͰ΋͜ͷ෰ࠓ೥ͷՆ෰ͱͯ͠Ͳ͏ͯ͠΋ཉ͍͠…
    )

    • ఘΊ͖Ε
    ず
    ϑϦϚ
    で
    ചΓʹग़͍ͯΔ΋ͷΛ୳͢
    • ӡྑ͘෰Λݟ͚ͭɺঢ়ଶ΋৽඼
    で
    ͋Δ͜ͱΛ֬ೝ

    が
    ɺൢചՁ֨
    が
    ߴ͔ͬͨͷ
    で
    ͻͱ·
    ず
    อଘ͓ͯ͘͠
    • ʢͱΓ͋͑ͣɺଞͷ͓ళͱ͔ΞϓϦͰ୳ͤ͹͍͍͔ʣ
    • ҰिؒޙɺվΊͯ֬ೝ͢Δͱཉ͔ͬͨ͠෰͸ചΓ੾Ε͍ͯͨ…
    51

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  52. ϑϦϚΞϓϦͷετʔϦʔྫ
    • ηʔϧ
    で
    ૂ͍ͬͯͨ෰Λങ͍ಀͯ͠͠·ͬͨ
    • (͏ʔΜɺͰ΋͜ͷ෰ࠓ೥ͷՆ෰ͱͯ͠Ͳ͏ͯ͠΋ཉ͍͠…
    )

    • ఘΊ͖Ε
    ず
    ϑϦϚ
    で
    ചΓʹग़͍ͯΔ΋ͷΛ୳͢
    • ӡྑ͘෰Λݟ͚ͭɺঢ়ଶ΋৽඼
    で
    ͋Δ͜ͱΛ֬ೝ

    が
    ɺൢചՁ֨
    が
    ߴ͔ͬͨͷ
    で
    ͻͱ·
    ず
    อଘ͓ͯ͘͠
    • ʢͱΓ͋͑ͣɺଞͷ͓ళͱ͔ΞϓϦͰ୳ͤ͹͍͍͔ʣ
    • ҰिؒޙɺվΊͯ֬ೝ͢Δͱཉ͔ͬͨ͠෰͸ചΓ੾Ε͍ͯͨ…
    52
    ߦಈ
    ײ৘
    എܠ
    ཉٻ
    ՝୊
    ߦಈ
    ߦಈ

    View Slide

  53. Build
    • ՝୊ͷղܾࡦΛ۩ମԽ͢Δ
    ‣·ͣ͸ϢʔβʔετʔϦʔΛߟ͑Δ
    ‣ϢʔβʔετʔϦʔΛݩʹԾઆΛݴޠԽ͢Δ
    ‣ԾઆͷղܾࡦͷҊΛग़͢
    ‣ԾઆͱղܾࡦΛ·ͱΊͯݴޠԽ͢Δ
    ‣ͦΕΛ࠷খίετͰ࣮ݱ͢Δ

    53

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  54. • ຊ౰ʹϢʔβʔͷ՝୊͕ղܾͰ͖Δͷ͔ɺ

    ֬ೝ͢ΔͨΊʹ࡞Δ
    • νʔϜͷڞ௨ೝࣝΛἧ͑ΔͨΊͷݴޠԽ
    Ձ஋Ծઆγʔτ
    54

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  55. Ձ஋Ծઆγʔτ
    55

    View Slide

  56. Build
    • ՝୊ͷղܾࡦΛ۩ମԽ͢Δ
    ‣·ͣ͸ϢʔβʔετʔϦʔΛߟ͑Δ
    ‣ϢʔβʔετʔϦʔΛݩʹԾઆΛݴޠԽ͢Δ
    ‣ԾઆͷղܾࡦͷҊΛग़͢
    ‣ԾઆͱղܾࡦΛ·ͱΊͯݴޠԽ͢Δ
    ‣ͦΕΛ࠷খίετͰ࣮ݱ͢Δ

    56

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  57. ղܾࡦͷҊΛग़͢
    57
    ൃࢄ ऩଋ
    • ҊΛग़࣌͢ʹେ੾ͳ͜ͱ
    ແཧ΍ΓʹͰ΋
    ΞΠσΞΛ޿͛Δ
    ൃࢄͨ͠ΞΠσΞ͔Β
    ண૝ΛಘͯΞΠσΞΛ۩ݱԽ

    View Slide

  58. ΞΠσΞൃࢄͷख๏: Crazy8s
    • ࣌ؒΛ۠੾ͬͯΞΠ
    デ
    ΟΞ΍
    バ
    ϦΤʔγϣϯΛग़͠·͘Δ
    58

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  59. ۩ݱԽͷํ๏: ιϦϡʔγϣϯεέον
    • ղܾࡦΛ3ίϚఔ౓ͷεέονͰදݱ͢Δ
    59

    View Slide

  60. ஫ҙ఺
    • ֤ϑΣʔζͰ͖ͪΜͱ੍ݶ࣌ؒΛઃ͚Δ
    ‣μϥμϥߟ͑ͯ΋͍͍ΞΠσΟΞ͸Ͱͳ͍
    ‣ݪଇ͜ͷ࣌఺Ͱ͸ʮԿ΋Θ͔͍ͬͯͳ͍ʯ
    ‣͜͜Ͱ೰ΜͰ͍ͯ΋ٞ࿦͕ۭதઓʹͳΓ΍͍͢
    ‣ΞΠσΞ͕ਖ਼͍͔͠Ͳ͏͔Ϣʔβʔ͕ܾΊΔ͜ͱ
    60

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  61. Build
    • ՝୊ͷղܾࡦΛ۩ମԽ͢Δ
    ‣·ͣ͸ϢʔβʔετʔϦʔΛߟ͑Δ
    ‣ϢʔβʔετʔϦʔΛݩʹԾઆΛݴޠԽ͢Δ
    ‣ԾઆͷղܾࡦͷҊΛग़͢
    ‣ԾઆͱղܾࡦΛ·ͱΊͯݴޠԽ͢Δ
    ‣ͦΕΛ࠷খίετͰ࣮ݱ͢Δ

    61

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  62. ԾઆͱղܾࡦͷݴޠԽ
    •཈͑Δ
    べ
    ͖
    ポ
    Πϯτ
    1. ར༻ऀ: ͦͷαʔ
    ビ
    ε͸୭
    が
    ࢖͏
    ?

    2. Ձ஋: ͦͷαʔ
    ビ
    εΛ࢖͏ͱԿ
    が
    ͏Ε͍͠ͷ
    ?

    3. ମݧ: ͦͷՁ஋͸
    ど
    Μͳମݧ͔ΒಘΒΕΔ
    ?

    4. ػೳ: ͦͷମݧ
    が ど
    Μͳػೳ
    が
    ͋Ε
    ば
    ࣮ݱ
    で
    ͖Δ?
    62

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  63. Ձ஋Ծઆγʔτ
    63

    View Slide

  64. Build
    • ՝୊ͷղܾࡦΛ۩ମԽ͢Δ
    ‣·ͣ͸ϢʔβʔετʔϦʔΛߟ͑Δ
    ‣ϢʔβʔετʔϦʔΛݩʹԾઆΛݴޠԽ͢Δ
    ‣ԾઆͷղܾࡦͷҊΛग़͢
    ‣ԾઆͱղܾࡦΛ·ͱΊͯݴޠԽ͢Δ
    ‣ͦΕΛ࠷খίετͰ࣮ݱ͢Δ

    64

    View Slide

  65. ࠷খίετͰ࣮ݱ͢Δ
    • ՝୊ղܾࡦͷΞΠσΟΞΛ۩ମԽ
    • ՄೳͳݶΓখ͞ͳ࣮૷ͰԾઆΛݕূ͢Δ = MV
    P

    ‣Minimum Viable Produc
    t

    ‣ ݕূΛߦ͑ΔՄೳͳݶΓখ͍͞΋ͷ
    ‣ʮ࣮૷͠ͳ͍ʯͷ͕࠷΋খ͍͞
    65

    View Slide

  66. • ໨త͸ʮ࠷୹ͰԾઆ͕ݕূͰ͖Δ΋ͷΛͭ͘Δʯ͜ͱ
    • ํ๏͸͍Ζ͍Ζ
    ‣ ϖʔύʔϓϩτλΠϐϯά
    ‣ ϓϩτλΠϓπʔϧͷར༻(Flinto/Prott/InVision/…
    )

    ‣ σϞ؀ڥͰͷ࣮૷
    ‣ ຊ൪؀ڥͰͷ࣮૷
    • ໨తʹ߹Θͤͯ࠷খίετͷ΋ͷΛબ୒͢Δ
    MVP
    66

    View Slide

  67. Measure
    67

    View Slide

  68. Measure
    idea
    product
    data
    Build
    Measure
    Learn
    σʔλ͔Β
    Ծઆʹ
    Ծઆ͔ΒϓϩμΫτʹ
    ϓϩμΫτ͔Βσʔλʹ
    68

    View Slide

  69. • ͭͬͯ͘ऴΘΓ͡Όҙຯ͕ͳ͍
    • ग़͖ͯͨ݁Ռ͔ΒԾઆͷ౴͑߹ΘͤΛ͢Δ
    • ࣦഊ͕લఏɻ࣍ʹ׆͔͢ͷ͕ԿΑΓ΋େࣄ
    ‣ Ծઆ͸ਖ਼͔ͬͨ͠ͷ͔ʁؒҧ͍ͬͯͨͷ͔ʁ
    ‣ ͜ͷ··ਐΜͰ͍͍ͷ͔ʁํ޲స׵͕ඞཁ͔ʁ
    Measure
    69

    View Slide

  70. • େࡶ೺ʹ෼͚Δͱఆੑͱఆྔ
    ‣ ఆੑσʔλ
    • ਺஋ʹදͤͳ͍࣭తͳ৘ใɻ
    ‣ ఆྔσʔλ
    • ਺஋ͱͯ͠೺ѲͰ͖Δ৘ใɻϩάΛجʹͨ͠਺஋৘ใɻ
    ݕূํ๏
    70

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  71. • ఆੑσʔλ
    ‣ Ϣʔβʔςετͷϩά
    ‣ Ξϯέʔτͷࣗ༝هड़ཝ
    ݕূํ๏
    71

    View Slide

  72. • ఆྔσʔλ
    ‣ PV(PageView), CV(Conversion), UU(Unique User), ϦςϯγϣϯͳͲ
    • UU: ूܭظؒ಺ʹWebαΠτ΍ΞϓϦΛར༻ͨ͠Ϣʔβʔͷ਺Λද͢ࢦ

    • Ϧςϯγϣϯ: ܧଓ཰ͷ͜ͱɻΠϯετʔϧͷޙʹҰఆͷ೔਺͕ܦա͠
    ͯ΋ܧଓͯ͠ΞϓϦΛ࢖༻͍ͯ͠ΔϢʔβʔͷׂ߹ɻ
    ݕূํ๏
    72

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  73. • લఏͱͯ͠ͲͪΒͷ؍఺΋ඞਢ
    • ͦΕͧΕʹಘҙෆಘҙ͕͋ΔͷͰɺ

    ࢪࡦ಺༰΍αʔϏεͷϑΣʔζ౳ͰॏΈ෇͚Λม͑Δ
    ఆੑ vs ఆྔ
    73

    View Slide

  74. • ୅දతͳͷ͸Ϣʔβςετ
    ఆੑධՁ
    74

    View Slide

  75. • ୅දతͳͷ͸Ϣʔβςετ
    • Ϣʔβʔͷମݧ΍ͦͷཧ༝Λ௚઀֬ೝͰ͖ΔͷͰɺ

    ߦಈͷཪ͚ͮͱͳΔ৘ใ͕ಘΒΕΔ
    • ҰํͰɺ৘ใͷਖ਼֬ੑʹ͸஫ҙ͕ඞཁ
    ‣ ςετର৅͕ಛघͳଐੑͩͬͨΒʁ
    ‣ Ϣʔβʔ͕ແ֮ࣗʹීஈͷߦಈͱҧ͏࿩Λ͍ͯͨ͠Βʁ
    ఆੑධՁ
    75

    View Slide

  76. • ୅දతͳͷ͸ABςετ
    ‣ ABςετ: WebαΠτ΍޿ࠂͷ
    όφʔ౳ͷը૾ΛAύλʔϯͱB
    ύλʔϯͷ2ύλʔϯ༻ҙͯ͠ɺ
    ʮͲͪΒ͕ΑΓྑ͍੒ՌΛग़ͤ
    Δͷ͔ʯݕূ͢Δ΋ͷ
    ఆྔධՁ
    76

    View Slide

  77. • ୅දతͳͷ͸ABςετ
    • ҰํͰɺߦಈͷཧ༝͸Θ͔Βͳ͍ͨΊ

    ϢʔβʔମݧΛཪ෇͚Δ৘ใ͸ಘΒΕͳ͍
    ‣ ࢪࡦͷ਺ࣈ ྑ͔ͬͨ/ѱ͔ͬͨ ͷ͸ͳͥʁ

    ↑͜ͷ໰͍͕ԾઆͷҬ͔Βग़Δ͜ͱ͸ͳ͍
    ఆྔධՁ
    77

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  78. ఆੑ vs ఆྔ
    ఆੑධՁ ఆྔධՁ
    • ಘΒΕΔ ”৘ใྔ”
    が
    ଟ͍

    ど
    ͏͋
    が
    ͍ͯ΋ओ؍
    が
    ೖΔ
    • αϯ
    プ
    ϧ
    が
    ภΔՄೳੑ
    が
    ߴ͍


    • ໌֬ͳ݁Ռ͸ग़͖ͯ
    づ
    Β͍
    • ݕূظؒࣗମ͸୹͍
    • ಘΒΕΔ ”৘ใྔ”
    が
    গͳ͍
    • αϯϓϧͷภΓΛݮΒͤΔ
    • ໌֬ͳ݁Ռ͕ग़͠΍͍͢
    • ͦΕͳΓͷݕূظ͕ؒඞཁ
    78

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  79. ఆੑͱఆྔͷ࢖͍෼͚
    ఆੑධՁ͕޲͍ͯΔ ఆྔධՁ͕޲͍ͯΔ
    • αϯϓϧ਺͕গͳ͍
    • ݕূ͍ͨ͠ମݧ͕ෳࡶ
    • ίϯηϓτΛ٧Ί͍͖͍ͯͨ
    • αϯϓϧ਺͕े෼ʹऔΕΔ
    • ݕূ͍ͨ͠ମݧ͕γϯϓϧ
    • ίϯηϓτ͕੒ख़͍ͯ͠Δ
    αϯ
    プ
    ϧ਺ͷ൑அ͸೉͍͠

    ؆୯ʹ΍ΔͳΒ https://www.optimizely.com/sample-size-calculator/ ͳ
    ど
    ͷαΠτ
    が
    ࢖͑Δ
    FYI: https://techlife.cookpad.com/entry/2016/09/26/111601
    79

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  80. • ࣮ࡍʹ͸ͭ͘Δ΋ͷͱݕূํ๏͸ηοτͰܾΊΔ
    ‣ ϢʔβʔςετΛ͢ΔͳΒϓϩτͰ͍͍
    ‣ ABςετΛ͢ΔͳΒ࣮૷͕ඞཁ
    Buildͱͷؔ܎ੑ
    80

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  81. Learn
    81

    View Slide

  82. Learn
    idea
    product
    data
    Build
    Measure
    Learn
    σʔλ͔Β
    Ծઆʹ
    Ծઆ͔ΒϓϩμΫτʹ
    ϓϩμΫτ͔Βσʔλʹ
    82

    View Slide

  83. • ௐ΂ͯऴΘΓ͡Όҙຯ͕ͳ͍
    • ग़͖ͯͨ݁Ռ͔ΒԾઆͷ౴͑߹ΘͤΛͯ͠ɺ࣍ʹ׆͔͢
    ͷ͕ͳʹΑΓ΋େࣄ(࠶ܝ
    )

    ‣ ଌ͚ͬͨͩͰ͸౴͑߹Θ͕ͤͰ͖͍ͯͳ͍
    • ֶΜͩ݁ՌΛ࣍ͷԾઆͷλωʹ͢Δ
    Learn
    83

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  84. “ֶͼΛಘΔͨΊʹ”
    84
    • Learnʹ͍ͭͯલ΋ͬͯ΍͓ͬͯ͘΂͖͜ͱ͕͋Δ
    • ؾΛ͚ͭͳ͍ͱಘΒΕΔ”ֶͼ”͕ݮͬͯ͠·͏

    View Slide

  85. “ֶͼ” ͱ͸
    85
    l4FSWJDFEFWFMPQNFOUMFDUVSFJODPPLQBETVNNFSJOUFSOTIJQ,PIFJ"SBJz

    View Slide

  86. “ֶͼ” ͱ͸
    86
    l4FSWJDFEFWFMPQNFOUMFDUVSFJODPPLQBETVNNFSJOUFSOTIJQ,PIFJ"SBJz

    View Slide

  87. “ֶͼ” ͱ͸
    87
    l4FSWJDFEFWFMPQNFOUMFDUVSFJODPPLQBETVNNFSJOUFSOTIJQ,PIFJ"SBJz

    View Slide

  88. “ֶͼΛಘΔͨΊʹ”
    88
    •ࢦඪղऍͷ੔ཧ
    • ͜ͷ਺஋͕ߴͯ͘͜ͷ਺஋͕௿͍࣌͸ͲΜͳ࣌ͩΖ͏͔
    •݁Ռͷ૝ఆ
    • ଌఆࢦඪ͕Ͳͷ͘Β͍ͷ਺ࣈʹͳͬͨΒͲ͏͢Δ͔
    • औࣺબ୒ͷϥΠϯΛ࠷ॳʹҾ͍͓͔ͯͳ͍ͱɺʮগ͠Ͱ΋਺ࣈ্͕
    ͕͍ͬͯͨΒͳΜͱͳ͘GOʯͰػೳ௥Ճ͞Εͯ͠·͏͜ͱʹ
    •ʮ੒ޭͷΠϝʔδʯΛڞ༗͢Δ
    Learnʹ͍ͭͯલ΋ͬͯ΍͓ͬͯ͘΂͖͜ͱ

    View Slide

  89. ·ͱΊΔͱ
    89

    View Slide

  90. • ʮߟ͑ͯɾ͔֬ΊΔʯΛஸೡ͔ͭߴ଎ʹ܁Γฦ͢
    ‣ Build: Ծઆ͔Βͭ͘Δ΋ͷΛܾΊΔɺ࠷খͷ࣮૷Ͱࡁ·ͤΔ
    ‣ Measure: ఆੑͱఆྔͷ྆ࢹ఺Λ࣋ͬͯɺݕূํ๏΋ۛຯ͢Δ
    ‣ Learn: ࣄલͷ૝ఆ͕ॏཁ
    • ཁॴཁॴͰࣾ಺֎ͷϑϨʔϜϫʔΫΛར༻
    αʔϏε։ൃͷϑϩʔ·ͱΊ
    90

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  91. αʔϏε։ൃߨٛ
    ࣮ફฤ
    91

    View Slide

  92. • ߨٛύʔτͰઆ໌ͨ͠BMLϧʔϓΛ

    idea ͔Β Learn ·ͰҰ௨Γ࣮ફͯ͠΋Β͍·͢
    ࣮ફฤͰ΍Δ͜ͱ
    idea
    product
    data
    Build
    Measure
    Learn
    92

    View Slide

  93. Idea
    93

    View Slide

  94. ϢʔβʔΠϯλϏϡʔ
    94

    View Slide

  95. Ϣʔβʔͷ੠Λฉ͘
    95

    View Slide

  96. Ϣʔβʔͷ੠Λฉ͘ͷͰ͸ͳ͍
    96

    View Slide

  97. Ϣʔβʔͷ੠Λฉ͘΂͔Βͣ
    • ஌Γ͍ͨͷ͸Ϣʔβʔͷ੠ͷഎޙʹ͋Δ۩ମతͳܦݧ
    • Ϣʔβʔͷʮ੠ʯ͸Ϣʔβʔࣗ਎͕ମݧΛ෼ੳͨ݁͠Ռ
    • ෼ੳ͕ਖ਼͍͠อূ͸ͳ͍
    • ମݧΛ͖ͪΜͱཧղɾ෼ੳ͠ͳ͓͢͜ͱ͕ॏཁ
    97

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  98. Ϣʔβʔ͸खऔΓ଍औΓڭ͑ͯ͘Εͳ͍
    98

    View Slide

  99. Ϣʔβʔ͸࿩Λཁ໿͢Δ
    • ʮ༦൧ͷݙཱ͸Ͳ͏΍ܾͬͯΊ·͔͢ʁʯ

    → 

    ʮ͍͍ͩͨՈʹ͋Δ΋ͷͰݕࡧͯ͠ɺͦͷ೔ͷؾ෼ͰϝΠϯ
    ΛܾΊ·͢ɻͦͷޙ߹͍ͦ͏ͳ෭ࡊΛ୳ͯ͠ɺ͍͍ͩͨ3඼
    ͘Β͍࡞Γ·͢ɻʯ
    99

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  100. Ϣʔβʔͷ࿩͸ෆ׬શ
    • ʮ༦൧ͷݙཱ͸Ͳ͏΍ܾͬͯΊ·͔͢ʁʯ

    → 

    ʮ͍͍ͩͨՈʹ͋Δ΋ͷͰݕࡧͯ͠ɺͦͷ೔ͷؾ෼ͰϝΠ
    ϯΛܾΊ·͢ɻ(࣮͸ͦͷؒʹՈ଒ʹLINEͰ૬ஊͯͨ͠)

    ͦͷޙ߹͍ͦ͏ͳ෭ࡊΛ୳ͯ͠ɺ͍͍ͩͨ3඼͘Β͍࡞Γ
    ·͢ɻ(࣮͸1඼͸࡞Γஔ͖ͷ͓͔ͣͰࡁ·͍͍ͤͯΔ)ʯ
    100

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  101. ΠϯλϏϡʔͰ͏·͘ମݧΛฉ͖ग़͢ίπ
    101

    View Slide

  102. աڈͷߦಈΛฉ͘
    102

    View Slide

  103. ࠜ۷Γ༿۷Γฉ͘
    103

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  104. ͝ҙݟΛฉ͘Θ͚Ͱ͸ͳ͍
    104

    View Slide

  105. ݴ͍͔͚ͯࢭΊΔ
    105

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  106. ཧղͨ͜͠ͱΛ֬ೝ͢Δ
    • ཧղ͕ਂ·ͬͨͱࢥͬͨΒɺཧղͨ͠಺༰Λ௚઀֬ೝ͢
    Δ
    • Ϣʔβʔͷճ౴ͷҰ෦͚ͩΛฉ͍ͯɺࣗ෼ͷܦݧ͔ΒΘ
    ͔ͬͨؾʹͳͬͯ͠·Θͳ͍Α͏ʹ஫ҙ͢Δ
    106

    View Slide

  107. ΠϯλϏϡʔ͸ࣄલ४උ͕େࣄ
    • ͦͷ৔ͰॊೈʹϢʔβʔͷຊԻΛฉ͖ग़͢͜ͱͱɺ

    ߦ͖౰ͨΓ͹ͬͨΓͰ࣭໰͢Δ͜ͱ͸ҧ͏
    • ॊೈʹฉ͖ͭͭ΋ɺຊ౰ʹฉ͖͍ͨ͜ͱΛฉ͖ಀ͞ͳ͍
    ͨΊʹઃܭ͢Δ
    107

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  108. ࣮ફɿϢʔβʔΠϯλϏϡʔ
    108

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  109. Ϣʔβʔͷ੠ɺ൓ԠΛཁ໿͠ͳ͍Ͱه࿥͠Α͏
    • Կ͕ॏཁ͔͸ͦͷ৔Ͱ൑அͰ͖ͳ͍
    • ୭͔ͷओ؍ʹϑΟϧλ͞ΕΔલͷੜσʔλͱͯ͠࢒͢
    • ޙ͔ΒಡΜͩਓ͕ΠϯλϏϡʔΛ௥ମݧͰ͖Δ΋ͷ͕ཧ૝
    109

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  110. ΠϯλϏϡʔΨΠυ௨Γʹ΍Βͳ͍
    • ͱʹ͔ࣗ͘વʹޠͬͯ΋Β͓͏
    • Ϣʔβʔ͸͋͘·Ͱࣗ༝ʹ࿩͍ͯ͠Δҹ৅Λ͕࣋ͭɺ

    ࠷ऴతʹ͸ͪ͜Βͷฉ͖͍ͨ͜ͱ͕ฉ͚͍ͯΔঢ়ଶ͕ཧ૝
    • ΠϯλϏϡʔΨΠυ͸ϑΥʔΧεΛҠಈ͢ΔͨΊͷ໨҆
    110

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  111. Build
    111

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  112. • ʮϢʔβʔΠϯλϏϡʔʯΛݩʹϢʔβʔͷ՝୊΍ཉٻΛ੔ཧ͠Α͏
    • ͍͔ͭ͘ϢʔβʔετϦʔΛ࡞੒ͯ͠ɺՁ஋ԾઆγʔτΛຒΊΑ͏
    Ձ஋ԾઆΛཱͯͯΈΑ͏
    Input: ϢʔβʔΠϯλϏϡʔ Output: ϢʔβʔετʔϦʔɾՁ஋Ծઆγʔτ
    112

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  113. ཉٻͱ՝୊Λਂ΅Δ
    •Ϣʔβʔͷ๊͍͑ͯΔཉٻͱ՝୊Λൃݟ
    • ϙΠϯτ͸

    Ϣʔβʔͷഎܠ΍ߦಈ͔ΒϢʔβͷײ৘ΛಡΈऔΔ
    • ϢʔβʔΛऔΓר͘ɺ؀ڥɾจ຺΋۩ମతʹॻ͘
    113

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  114. ࣮ફ: ϢʔβʔετʔϦʔ
    114

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  115. • ։ൃऀ໨ઢͰॻ͔ͳ͍
    • ϢʔβʔͷηϦϑௐͰॻ͘ͱɺ։ൃऀ໨ઢʹͳΓͮΒ͍
    • ղܾํ๏Λॻ͔ͳ͍
    • ػೳ໊΍UI໊Λॻ͔ͳ͍ (ߨٛύʔτͷϑϦϚΞϓϦͷྫ)
    ϢʔβʔετʔϦʔΛॻ͘ϙΠϯτ
    115

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  116. ϢʔβʔετʔϦʔ
    116

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  117. ࣮ફ: Ձ஋Ծઆγʔτ
    117

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  118. • ຊ౰ʹ࡞੒ͨ͠ϢʔβʔετʔϦʔͰϢʔβʔͷ՝୊͕ղ
    ܾͰ͖Δͷ͔ɺ֬ೝ͢ΔͨΊʹ࡞Δ
    • νʔϜͷڞ௨ೝࣝΛἧ͑ΔͨΊͷݴޠԽ
    Ձ஋Ծઆγʔτ
    118

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  119. Ձ஋Ծઆγʔτ
    119

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  120. Ձ஋ԾઆΛཱͯΔ্Ͱͷ஫ҙ
    ਓؾॱݕࡧͷՁ஋Ծઆ
    ϨγϐΛ୳͢Ϣʔβ
    ਓؾϨγϐΛݕࡧ͍͕ͨ͠
    ଟ͘ͷϨγϐ͕͋ΓܾΊΒΕͳ͍
    ਓؾϨγϐΛݕࡧͰ͖Δ
    • ཉٻʹػೳΛॻ͔ͳ͍Α͏ʹ஫ҙ
    • ཉٻʮʓʓ͍ͨ͠ͷͰʯ

    ػೳʮʓʓͰ͖Δ͜ͱʹՁ஋͕͋Δʯ
    ͱ͍͏ܗࣜʹͳͬͯ͠·͏
    • ݕࡧ͍ͨ͠ 

    → ਓؾϨγϐΛݟ͚͍ͭͨ
    • ݕࡧҎ֎ͷղܾखஈͷՄೳੑ͕͋Δ
    • ػೳΛ͔͘ͱࢥߟఀࢭͯ͠͠·͏
    120

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  121. ͜͜͸ޙͰॻ͘ͷͰ·ͩॻ͔ͳ͍ͰͶ
    ͜͜͸ޙͰॻ͘ͷͰ·ͩॻ͔ͳ͍ͰͶ

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  122. ϢʔβʔετʔϦʔͱՁ஋ԾઆΛݟฦͯ͠ΈΑ͏
    • ͜͜ͰҰ౓ɺϢʔβʔετʔϦʔͱՁ஋ԾઆΛݟൺ΂ͯΈ
    ͯɺζϨ͕ͳ͍͔֬ೝͯ͠Έ·͠ΐ͏
    • ΋͠ζϨ͍ͯͨΒՁ஋ԾઆɾϢʔβʔετʔϦʔΛ΋͏Ұ
    ౓࠶ߟͯ͠ॻ͖௚ͯ͠Έ͍ͯͩ͘͞
    • ζϨͯͳ͍͔ෆ҆ͳ৔߹͸TAʹݟͯ΋Β͍·͠ΐ͏👨🏫
    122

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  123. ࣮ફ: Crazy8s
    123

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  124. • Ձ஋ԾઆΛ΋ͱʹɺԾઆΛݕূ͢ΔͨΊͷΞΠσΞΛ
    ൃ૝͠·͢

    • σβΠϯεϓϦϯτͷҰ෦Ͱ͋ΔCrazy8sͱ͍͏ख๏
    Λ΍Γ·͢
    Crazy8sͰΞΠσΞൃ૝
    124

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  125. • 8෼ؒͰ8ͭͷΞΠσΞ(1ͭ60ඵ)Λεέον͠·͢
    • εέον͸ࡶͰOKɺ๮ਓؒͰ΋͍͍͠ɺݴ༿Ͱઆ໌Ͱ΋
    O
    K

    • ࣭ΑΓྔɺࢥ͍͖ͭΛΧλνͱͯ͠ग़͢͜ͱ͕େࣄ
    Crazy8sͰΞΠσΞൃ૝
    125

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  126. • Ձ஋Ծઆγʔτͷ੡඼ͷಛ௃ͷՕॴ͕ۭཝͩͬͨͱࢥ͍·͢
    • Crazy8sͰൃࢄͨ͠ΞΠσΞΛجʹɺՁ஋Ծઆͷ੡඼ͷಛ௃Λຒ
    Ίͯ΋Β͏͜ͱͰऩଋͤ͞·͢
    • ྑ͍ΞΠσΞʹ౤ථΛߦͬͨΓ͢Δ͜ͱͰɺൃࢄͨ͠ΞΠσΞ
    Λऩଋͤ͞ΔϓϩηεΛͱΓ·͢
    • Ձ஋Ծઆͷػೳʹ͸Crazy8sͰग़͖ͯͨΞΠσΞͦͷ΋ͷΛॻ͍
    ͯ΋O
    K

    • Crazy8s΍্ͬͨͰ৽ͨʹൃ૝ΛಘͨΞΠσΞΛॻ͍ͯ΋OK
    Crazy8sΛ౿·͑ͯՁ஋ԾઆγʔτΛ׬੒ͤ͞Α͏
    126

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  127. ࣮ફ: ϓϩτλΠϐϯά
    127

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  128. • MVPͷ໨త͸ʮԾઆΛݕূ͢Δʯ͜ͱ
    • ݕূ͍ͨ͜͠ͱ͸ͳʹ͔ʁΛߟ͑ɺͦͷͨΊʹඞཁͳ
    ࠷খݶͷը໘΍ػೳͰ࡞Δ͜ͱΛҙࣝ͠Α͏
    • ϙΠϯτ͸ʮ͜Ε͕ͳ͍ͱઈରʹαʔϏε͕੒ཱ͠ͳ
    ͍ʯ΋ͷ͚ͩͰը໘Λ࡞Δ͜ͱ
    ϓϩτλΠϐϯάͰMVPΛ࡞Γ·͢
    128

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  129. ϓϩτλΠϐϯά
    • ϓϩτλΠϓ࡞੒ͷίπ
    • ϖʔύʔϓϩτλΠϓ
    • ࣄલʹૹ෇ͨ͠େ͖Ίͷ෇ᝦΛ

    ը໘ʹݟཱͯͯUIΛ૊ΈཱͯΔͱ
    ࡞Γ΍͍͢Ͱ͢
    129

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  130. MeasuerɾLearn
    130

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  131. ࣮ફ: Ϣʔβʔςετ
    131

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  132. ͳͥϢʔβʔςετΛ͢Δͷ͔
    •ϦϦʔεલʹ໰୊఺Λݟ͚ͭͯվળͰ͖Δ
    • ඦฉ͸Ұݟʹ͔ͣ͠
    • Ͳ͕͜໰୊ͱͳ͍ͬͯΔͷ͔໌֬ʹΘ͔Δ
    • νʔϜͷٞ࿦ʹऴࢭූΛଧͯΔ
    132

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  133. Ϣʔβʔςετͷख๏
    •ࢥߟൃ࿩๏
    •ճސ๏
    •etc…
    133

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  134. ࢥߟൃ࿩๏
    •Ϣʔβʔʹߟ͍͑ͯΔ͜ͱΛ࿩͠ͳ͕Βૢ࡞ͯ͠΋Β͏
    134

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  135. ࢥߟൃ࿩๏
    135

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  136. ճސ๏
    136
    •ૢ࡞ͷ׬ྃޙʹɺϢʔβʔͷߦಈʹର͢Δ࣭໰Λ

    Ϣʔβʔʹ௚઀࣭໰͢Δ

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  137. ճސ๏
    137

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  138. ࢥߟൃ࿩๏ + ճސ๏
    •جຊతʹ͸ࢥߟൃ࿩๏Ͱɺޙ͔Βճސ๏Ͱิ଍͢Δ

    ΍Γํ͕ϕλʔ
    •CookpadͰ͸ओʹ͜ͷ΍ΓํΛ࠾༻͍ͯ͠Δ

    λεΫதʹ͠Ό΂ͬͯ΋Β͍ͭͭɺޙ͔Β৭ʑ࣭໰͢Δํ๏
    138

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  139. λεΫઃܭ
    139

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  140. λεΫΛઃܭ͢Δ
    🙅ࣗ༝ʹ৮ͬͯΈ͍ͯͩ͘͞ʂ
    🙆͜ͷΞϓϦΛ࢖ͬͯʓʓΛ͍ͯͩ͘͠͞
    •ͦͷϓϩμΫτͷϝΠϯ͸Կ͔ɺ͔Βߟ͑Δ
    •ྫɿ͓ళΛ୳ͯͦ͠ͷ৔Ͱ༧໿͕׬ྃͰ͖Δ

    λεΫ: ͜ͷΞϓϦͰྑͦ͞͏ͳ͓ళΛݟ͚ͭͯɺ༧໿Λ׬ྃ
    ͍ͯͩ͘͠͞
    140

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  141. λεΫΛઃܭ͢Δ
    •Ϣʔβʔ͕ϢʔβʔετʔϦʔΛΠϝʔδ͠ͳ͕ΒλεΫΛ
    ࣮ߦͰ͖ΔΑ͏ʹ఻͑Δ
    •ྫɿ͋ͳͨ͸ૹผձͷײ͡Λ͢Δ͜ͱʹͳΓ·ͨ͠ɻ

    ͜ͷΞϓϦͰྑͦ͞͏ͳ͓ళΛݟ͚ͭͯɺ༧໿Λ׬ྃͯ͠
    ͍ͩ͘͞ɻ
    141

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  142. λεΫઃܭ࣌ͷ஫ҙ఺
    •ઐ໳༻ޠ͸࢖Θͳ͍

    ྫɿͭ͘ΕΆΛ஌Βͳ͍Ϣʔβʔʹʮͭ͘ΕΆΛૹͬͯͩ͘
    ͍͞ʯͱ͍͏λεΫࢦࣔΛग़͢
    •λεΫୡ੒ͷͨΊͷࢦࣔΛग़͞ͳ͍

    ྫɿΩʔϫʔυͰ͓ళΛݕࡧͯ͠ɺ͓ళͷϖʔδ͔Β༧໿Λ
    ׬͍ྃͯͩ͘͠͞
    142

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  143. ςετͷਐΊํ
    143

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  144. ϢʔβʔςετͰ΍Δ͜ͱ
    1. ϢʔβʔʹλεΫΛ࣮ߦ͢ΔΑ͏ґཔ͢Δ
    2. Ϣʔβʔ͕λεΫΛ࣮ߦ͢ΔաఔΛ؍࡯ɾه࿥͢Δ
    144

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  145. ϢʔβʔςετͰ΍Δ͜ͱ
    1. ϢʔβʔʹλεΫΛ࣮ߦ͢ΔΑ͏ґཔ͢Δ
    2. Ϣʔβʔ͕λεΫΛ࣮ߦ͢ΔաఔΛ؍࡯ɾه࿥͢Δ
    145

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  146. λεΫΛ఻͑Δ
    •ઃܭͨ͠λεΫΛਖ਼֬ʹ఻͑Δ
    •ZoomͷνϟοτͳͲʹॻ͍ͯ఻͑Δͷ΋O
    K

    •ૢ࡞͠ͳ͕Βࢥͬͨ͜ͱΛޱʹग़ͯ͠΋Β͏Α͏ʹཔΉ

    ʮීஈΞϓϦΛ৮Δͱ͖͸ແݴͰ৮Δͱࢥ͍·͕͢ɺࠓ೔͸ߟ͍͑ͯΔ͜ͱΛ
    ͥͻ੠ʹग़͠ͳ͕Β৮͍ͬͯͩ͘͞ʯ
    146

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  147. ཰௚ͳҙݟΛ΋Β͍΍͘͢͢Δ
    •Ϣʔβʔ͞Μ͸ؾΛ࢖ͬͯൃݴͯ͘͠ΕΔ͜ͱ͕ଟ͍
    •ςετͷલʹʮ཰௚ͳҙݟ͕ԿΑΓ΋ࢀߟʹͳΓ·͢ʯͱ͍
    ͏͜ͱΛ఻͑ͯૉ௚ͳҙݟΛݴ͍΍͍ۭ͢ؾΛ࡞Ζ͏

    ࣮ࡍͷݱ৔Ͱ͸ʮࢲ͸͜ͷࢼ࡞඼Λ࡞ͬͨਓͰ͸ແ͍ͷͰԿ΋ݴΘΕͯ΋ইͭ
    ͔ͳ͍Ͱ͢ʯͱ఻͑Δ͜ͱ͕ଟ͍
    147

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  148. ϢʔβʔςετͰ΍Δ͜ͱ
    1. ϢʔβʔʹλεΫΛ࣮ߦ͢ΔΑ͏ґཔ͢Δ
    2. Ϣʔβʔ͕λεΫΛ࣮ߦ͢ΔաఔΛ؍࡯ɾه࿥͢Δ
    148

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  149. ؍࡯͢Δ
    •λεΫΛ఻͑ͨΒɺ͋ͱ͸جຊϢʔβʔʹ೚ͤΔ
    •࣭໰͞Εͯ΋౴͑ͳ͍
    •ʮ͜͜ԡͤΔͷʁʯʮ͜ΕͬͯͲ͏͍͏ҙຯͰ͔͢ʁʯ

    → ʮͲ͏͍͏ҙຯͩͱࢥ͍·͔͢ʁʯ࣭໰Ͱฦ͢
    •Ϣʔβʔͱૢ࡞͍ͯ͠Δը໘͔Βۃྗ໨Λ཭͞ͳ͍
    •Ͳ͜Ͱ໎͍ͬͯΔ͔ɺෆຬʹײ͍ͯ͡Δͱ͜Ζ͸Ͳ͔͜؍࡯͢Δ
    149

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  150. ؍࡯ͷϙΠϯτ
    •Ϣʔβʔ͕ࣗྗͰλεΫΛ׬͍ྃͯ͠Δ͔
    •ΰʔϧʹ౸ୡ͢Δ·Ͱͷෆຬͷ༗ແ
    •ΰʔϧʹ౸ୡ͢Δ·Ͱʹɺແବͳૢ࡞΍ށ࿭͍͸ͳ͍͔
    •ʮ͋ΕʁʯͳͲͱϢʔβʔ͕ൃݴ͍ͯͨ͠Βཁ஫ҙ
    •ʮͲ͏͠·͔ͨ͠ʁʯͱݴͬͯٙ໰఺Λฉ͖ग़͢
    150

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  151. λεΫ׬ྃޙͷΠϯλϏϡʔ
    •཰௚ͳײ૝Λฉ͘
    •࢖͍͍ͨ/࢖͍ͨ͘ͳ͍ͷ݁Ռ͚ͩͰͳ͘ɺͳͥͦ͏ࢥ͏ͷ
    ͔ɺԿ͕଍Γͳ͍ͷ͔ɺͳͲΛਂ۷ͬͯฉ͜͏
    •؍࡯தʹؾʹͳͬͨ఺Λ۷ΓԼ͍͛ͯ͘
    151

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  152. Ϣʔβʔςετதͷه࿥
    •Ϣʔβʔ͞ΜʹϝϞΛऔΔ͜ͱΛ఻͑ͯɺ

    ϝϞ͢Δ࣌ؒΛ߹ؒʹऔΓͳ͕ΒςετΛਐΊΑ͏
    •ྑ͔ͬͨ͜ͱ/ѱ͔ͬͨ͜ͱ/ͲͪΒͰ΋ͳ͍ 

    Ͱ෼͚ͯه࿥͢ΔͱޙͰࢀߟʹ͠΍͍͢
    152

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  153. Ϣʔβʔςετ͕ऴΘͬͨΒ
    •ςετͰͲΜͳ൓Ԡ͕͔͋ͬͨɺৼΓฦΖ͏
    •ݦஶʹྑ͔ͬͨ൓Ԡɺѱ͔ͬͨ൓Ԡ
    •վળ͢ΔͳΒͲ͏͍͏ͱ͜ΖΛमਖ਼͢Δ͔
    •Ձ஋Ծઆͷݟ௚͠
    •ϓϩτλΠϓͷվળ
    153

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