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アウトプット駆動学習
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ryuichi1208
August 30, 2019
Education
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アウトプット駆動学習
ryuichi1208
August 30, 2019
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Transcript
͡ΊΑ͏ʂ Ξτϓοτۦಈֶश
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
෦ཾҰ!SZVJDIJ ΤϯδχΞ झຯ%PDLFSWJN"OTJCMF ౦ۦ͚ग़͠ΤϯδχΞαϩϯΦʔφʔ ࣄχϡʔεαΠτͷ$*$%ͱ͔*B$ͱ͔ ࣗݾհ
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
એ
1Z$PONJOJ4FOEBJ ։࠵ ΄΅ ܾఆʂ ༧ఆͳͲ·ͩະఆͱͷ͜ͱʂ ৄࡉҎԼͷ63-Λʂʂ https://python-sendai.connpass.com/presentation/
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
ରಡऀͱࠓͷత ରಡऀ ࠓͷతΰʔϧ Πϯϓοτଟ͍͚ͲΞτϓοτͯ͠ͳ͍ਓ Ξτϓοτͨ͜͠ͱ͋Δ͚Ͳଓ͔ͳ͔ͬͨਓ Ξτϓοτͯ͠Έ͍ͨʂͬͯࢥͬͯΒ͏
࣭
ֶशޙʹΞτϓοτͯ͠Δਓʁ ϒϩά2JJUBՌ(JU)VCΠϕϯτ ࣾ֎ FUD
ͯ͠Δ9ਓ ͯ͠ͳ͍9ਓ
Ξτ ϓοτۦಈֶशͱʁ ຊ
Ξτ ϓοτۦಈֶशͱʁ Կ͔Λֶश͢Δͱ͖ʹ Ξτϓοτ͢Δ͜ͱΛલఏʹֶशΛ࢝ΊΔ ͱ͍͏ϚΠϯυηοτ
Ξτ ϓοτۦಈֶशͱʁ Կ͔Λֶश͢Δͱ͖ʹ Ξτϓοτ͢Δ͜ͱΛલఏʹֶशΛ࢝ΊΔ ͱ͍͏ϚΠϯυηοτ ྫ͑ (JU)VCͰઌʹՌ༻ͷϦϙδτϦ 3&"%.& ͚ͩΛ࡞͓ͬͯ͘ ϒϩά2JJUBͰهࣄͷλΠτϧ͚ͩΛॻ͍ͨͷΛ༻ҙ͓ͯ͘͠
αϯϓϧ
ࢲͷΞτϓοτ ϒϩάˠ UFSBUBJM ˣ
ࢲͷΞτϓοτ ຆͲ͕ΞτϓοτۦಈͰ͢ Ұ෦ྫ֎͋Γ·͢
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
Ξτϓοτ͢Δ͜ͱͷϝϦοτ!ʁ
ͷɺલʹΠϯϓοτͷ
Կ͔Λֶश͢Δͱ͖ʹͳͥ͜ΕΛֶशͯ͠Δ͔ɺ ߟ͑ͨ͜ͱ͋Γ·͔͢ʁ
ֶश͢Δཧ༝
ࣄͰ͏͔Β কདྷͷͨΊ ͕͖ࣗͳ͜ͱ͔ͩΒ Πϯϓοτ
Πϯϓοτͯ͠Δͱ͖ɺෆ҆Λײ͡Δ͜ͱ͋Γ·ͤΜ͔ʁ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ͳͲͳͲෆ҆ͬͯͨ͘͞Μ͋Γ·͢ʂ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ͜ΕΒͷෆ҆ΞτϓοτͰղܾʂ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ
Ξτ ϓοτۦಈֶशͱʁ ຊ
Ξτ ϓοτۦಈֶशͱʁ Կ͔Λֶश͢Δͱ͖ʹ Ξτϓοτ͢Δ͜ͱΛલఏʹֶशΛ࢝ΊΔ ͱ͍͏ϚΠϯυηοτ
Ξτ ϓοτۦಈֶशͱʁ Կ͔Λֶश͢Δͱ͖ʹ Ξτϓοτ͢Δ͜ͱΛલఏʹֶशΛ࢝ΊΔ ͱ͍͏ϚΠϯυηοτ ΞτϓοτΛલఏͱֶͨ͠शͰ ʮଞਓͷઆ໌ʯʮະདྷͷࣗʯΛҙࣝͨ͠Πϯϓοτ͕ඞཁͱ͞ΕΔ Πϯϓοτͷ࣭ͷ্͕ݟࠐ·ΕΔ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ Ξτϓοτ͕લఏͳΒؒҧ͍Λ ࢦఠ͞Εͳ͍Α͏ʹΠϯϓοτ͢Δ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ Ξτϓοτ͕લఏͳΒؒҧ͍Λ ࢦఠ͞Εͳ͍Α͏ʹΠϯϓοτ͢Δ
Ξτϓοτ͕લఏͳΒࣗͰखΛಈ͔͢͜ͱΛ ఆͯ͠Πϯϓοτ͢Δ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ Ξτϓοτ͕લఏͳΒؒҧ͍Λ ࢦఠ͞Εͳ͍Α͏ʹΠϯϓοτ͢Δ
Ξτϓοτ͕લఏͳΒະདྷͷࣗʹཱͭ هࣄΛॻͨ͘ΊͷΠϯϓοτ͕ඞཁ Ξτϓοτ͕લఏͳΒࣗͰखΛಈ͔͢͜ͱΛ ఆͯ͠Πϯϓοτ͢Δ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ Ξτϓοτ͕લఏͳΒؒҧ͍Λ ࢦఠ͞Εͳ͍Α͏ʹΠϯϓοτ͢Δ
Ξτϓοτ͕લఏͳΒະདྷͷࣗʹཱͭ هࣄΛॻͨ͘ΊͷΠϯϓοτ͕ඞཁ Ξτϓοτ͕લఏͳΒࣗͰखΛಈ͔͢͜ͱΛ ఆͯ͠Πϯϓοτ͢Δ ͭ·Γ
Πϯϓοτ ͦͷΠϯϓοτɺਖ਼͘͠ཧղͰ͖͍ͯ·͔͢ʁ هࣄΛެ։͢Δ͜ͱͰޡΓࢦఠͯ͠Β͑ͨΓ͠·͢ ͦͷΠϯϓοτɺࣄͰଞਓʹઆ໌Ͱ͖·͔͢ʁ ΞτϓοτඞͣखΛಈ͔͠·͢ɻཧղͯ͠ͳ͍ͱͰ͖·ͤΜ ͦͷΠϯϓοτɺिؒޙʹ͙͢ʹ͑·͔͢ʁ ࣮ࡍʹࣗͰهࣄΛॻ͚هࣄΛݟΔ͚ͩͰҙ֎ͱࢥ͍ग़ͤͨΓ Ξτϓοτ͕લఏͳΒؒҧ͍Λ ࢦఠ͞Εͳ͍Α͏ʹΠϯϓοτ͢Δ
Ξτϓοτ͕લఏͳΒະདྷͷࣗʹཱͭ هࣄΛॻͨ͘ΊͷΠϯϓοτ͕ඞཁ Ξτϓοτ͕લఏͳΒࣗͰखΛಈ͔͢͜ͱΛ ఆͯ͠Πϯϓοτ͢Δ Ξτϓοτ࠷ڧ
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
۩ମతͳΞτϓοτͷํ๏ͷ
ݸਓతʹ2JJUB͕Φεεϝ 4&0͕͔ͬ͠Γͯ͠ΔͳͲͰӾཡ͕ΊͬͪΌ৳ͼ·͢ɻ λάͳͲΛ͚͓͚ͭͯݏͰ344͔Βਓ͕ඈΜͰ͖ͯί ϝϯτΒ͑ͨΓ͠·͢ ٕज़هࣄ
(JU)VCҰ͔ͳͱ Ϣʔβͷଟ͞Ͱڧͩ͠ϓϩδΣΫτͰͬͯΔͱ͜Ζ͕ ଟ͍ͷͰͬͯΔ͚ͩͰษڧʹͳΓ·͢ɻ ηΩϡϦςΟؔ࿈ͷΫϩʔϦϯάΛճͯ͠Δਓ͍ͨΓͰͦ͏ ͍ͬͨ13͕ඈΜͰ͖ͨΓษڧʹͳΓ·͢ Ռ
ɾࣗݾհ ɾએ ɾΞτϓοτۦಈֶशͱ ɾΞτϓοτͷϝϦοτ ɾΞτϓοτͷํ๏ ɾ·ͱΊ ΞδΣϯμ
·ͱΊ ΞτϓοτΛલఏͱ͢Δ͜ͱͰΠϯϓοτͷ࣭ͷ্ʹͭͳ͕Δ ͦΕҎ֎ʹ͕͖ࣗͬͯͨ͜ͱΛՄࢹԽ͢Δ͜ͱͰʑͷֶशͷ ϞνϕʔγϣϯΞοϓʂ
ࢀߟࢿྉ https://speakerdeck.com/kakakakakku/output-driven-study https://qiita.com/yoshinori_hisakawa/items/e4ab2e0a04cfb88f7176
͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠