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Qiita x 機械学習/ Machine Learning on Qiita
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Hiroyuki Tomine
May 16, 2018
Programming
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47k
Qiita x 機械学習/ Machine Learning on Qiita
- Qiitaのトレンドとしての機械学習の話
- Qiitaでのアウトプットのすすめ
- Qiita開発での機械学習
Hiroyuki Tomine
May 16, 2018
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Transcript
ػցֶश Incrementsגࣜձࣾ PM ౦ๆ ༟೭ @htomine
@htomine ͱΈͶ - Incrementsגࣜձࣾ - σβΠφɺϢʔβʔίϛϡχέʔγ ϣϯɺProduct ManagerͳͲ - ͦͷଞͷଐੑ
- ex αΠϘζࣾ - ex ͯͳΠϯλʔϯ ࣗݾհ
ᶃͬͯΔ ᶄొͯ͠Δ ᶅߘͨ͜͠ͱ ͋Δ
τϨϯυ ٕज़λά
QiitaʹݟΔ ػցֶशͷ τϨϯυ QiitaΛͬͨ Ξτϓοτͷ ͢͢Ί Qiitaͷࠓޙͱ ػցֶश
Qiitaʹ͓͚Δ ػցֶशͷτϨϯυ
Qiitaʹؔ࿈ใͲΕ͘Β͍ʁ
τϨϯυ 2015͕ രൃͷ
TensorFlow 2015/11/9ʹOSSԽ͞Εͨ2 ޙʹར༻ࣄྫΛॻ͍ͨهࣄ ͕ެ։ɻ
ؔ࿈ͯ͠PythonΛ૿͍ͯ͠Δ λάϥϯΩϯάͰɺؔ࿈ͯ͠ར༻͞ΕΔ ͜ͱͷଟ͍Pythonͷߘ͕૿͍͑ͯΔɻ Qiitaͷλά શମతʹɺLLܥݴޠOSSք۾ͷϒʔϜʹ ؔ࿈ͨ͠λάͷׂ߹͕ଟ͍ɻ ۚ༥ɾΤϯϓϥܥɺMSܥɺΈࠐΈɺϋ ʔυΣΞͳͲ·ͩ·ͩ͜Ε͔Βʂ
2016ʹ Python͕ JavascriptΛ ٯసʂ
τϨϯυ 2015͕ രൃͷ
࠷ۙͷ ͜͜3ϲ݄ͷ͍͍Ͷ ϥϯΫɻ ػցֶशʹऔΉ͘ɺج ૅతͳྖҬͷղઆΛࢼΈͨ هࣄ͕ଟߘ͞Εɺ ͕ू·͍ͬͯΔɻ ֶͼͷΩοΧέͱͯ͠ಡ· Ε͍ͯΔɻ
Coursera Coursera Machine Learningʹ ͕ू·͍ͬͯΔɻ ຊޠࣈນͰडߨ͕Մೳɻ डߨϩάଟߘ͞Ε͍ͯΔ
QiitaΛͬͨ Ξτϓοτͷ͢͢Ί
ϢʔβʔͲ͏QiitaΛ͍ͬͯΔ͔ Ϣʔβʔʢͬ͘͟Γ͚Δͱʣ2छྨ • τϥϒϧγϡʔςΟϯάͷͨΊʹݕࡧ͔Β๚ΕΔ ◦ 8ʙ9ׂ͕ͪ͜ΒɻStackOverflowͳͲͷQAαʔϏεͱซ༻ ◦ ࣄதʹௐΔ͜ͱ͕ଟ͍ͨΊɺฏޕޙ͕ϐʔΫλΠϜ • Qiitaʹߘͨ͠ΓɺهࣄΛಡΉ͜ͱΛతͱ͢Δ
◦ τϨϯυχϡʔεϨλʔ͔Βใऩू͢Δ ◦ ΤϯδχΞ͚ʹใൃ৴͢Δ
ΤϯδχΞ͚ʹใൃ৴͢Δ هࣄΛॻ͘ ͍͍Ͷɾίϝϯ τɾฤूϦΫΤ ετΛΒ͏ ʴ α
ΤϯδχΞ͚ใൃ৴ - ࣗͷࣝΛཧͰ͖Δ - ֶΜͩ͜ͱΛ͓͚ͯ͠Δ هࣄΛॻ͘
ΤϯδχΞ͚ใൃ৴ ίϛϡχςΟ͔ΒධՁ͕ ಘΒΕΔ ͍͍Ͷɾίϝϯ τɾฤूϦΫΤ ετΛΒ͏ ίϝϯτͰࢦఠΛΒ͍ ݟΛΞοϓσʔτ
ΤϯδχΞ͚ใൃ৴ ͋ΔͷΤϯδχΞͱͯ͠ ೝ͞ΕΔͱɺ৭ʑى͜Δ ʴ α
ΤϯδχΞ͚ใൃ৴ ͋ΔͷΤϯδχΞͱͯ͠ ೝ͞ΕΔͱɺ৭ʑى͜Δ ʴ α
ΤϯδχΞ͚ใൃ৴ ΤϯδχΞ ίϛϡχςΟ ݸਓ ൃ৴ ධՁ ࣗ৴ ৽ͨ ͳ ݟ
… ݟ ৽ͨ ͳҙ ݟ ܁Γฦ͢͜ͱͰɺʮػցֶशΛษڧ ͍ͯ͠ΔΤϯδχΞʯͱ͍͏ೝ ಘΔ͜ͱ͕Ͱ͖Δ
܁Γฦ͢͜ͱͰɺʮػցֶशΛษڧ ͍ͯ͠ΔΤϯδχΞʯͱ͍͏ೝ ಘΔ͜ͱ͕Ͱ͖Δ ΤϯδχΞ͚ใൃ৴ ΤϯδχΞ ίϛϡχςΟ ݸਓ ൃ৴ ධՁ ࣗ৴
৽ͨ ͳ ݟ … ݟ ৽ͨ ͳҙ ݟ ΤϯδχΞͱͯ͠ίϛϡχςΟʹߩݙ͢Δ͜ͱͰ ࣗͷΞΠσϯςΟςΟΛڧԽͰ͖Δ
Qiitaͷࠓޙͱ ػցֶश
ݱࡏͷ՝ײᶃ ίϛϡχςΟ - ·ͩಧ͍͍ͯͳ͍ίϛϡχςΟͷΞϓϩʔν - de:code ʹࢀՃ͢Δօ͞Μͷ͜ͱ͔͠Ε·ͤΜʂ - ίϛϡχςΟͷ࣭ɾྔ͕େ͖͘ͳ͍ͬͯ͘͜ͱͰɺϑΟʔυόοΫͷ࣭ߴ͘ͳΔͱ ߟ͍͑ͯΔɻ
- طଘͷίϛϡχςΟͷϚωδϝϯτ - ϑΟʔυόοΫͷ࣭ΛߴΊΔͨΊʹɺطଘͷίϛϡχςΟͷϝϯςφϯεඞཁɻ - ΨΠυϥΠϯͷΞοϓσʔτɺదͳ;Δ·͍ͷܒ - ධՁػೳͷվળ
ݱࡏͷ՝ײᶄ ৽ྖҬͷઓ - ΞΠσϯςΟςΟͷཱ֬Λͬͱࢧԉ͢Δ - ΤϯδχΞͱͯ͠ͷࣗΛͬͱදݱ͍ͨ͠ - ʮQiitaͷϚΠϖʔδΛݟΕΤϯδχΞͱͯ͠ͷ͕ࣗΘ͔Δʯ - →ΤϯδχΞͱͯ͠ͷʹΑΓͦ͑ΔΑ͏ʹ
- ΞΠσϯςΟςΟཱ֬ͷͦͷޙʁ - ৽͍͠ΩϟϦΞͷઓΛࢧԉ͢Δ͜ͱɺͦͷͨΊͷֶशͷਪનͳ Ͳɻ
ػցֶशͱQiita େ͖͘3ྖҬɻ…͕ͩɺਖ਼ͳͱ͜Ζ͋Γ͖ͨΓͰ͋Δ - εύϜϑΝΠςΟϯά - ใͷྨͷࣗಈԽɾ࠷దԽ - λάͷਖ਼نԽɺదͳλάͷਪન - ใΛΑΓਖ਼֬ɾศརʹऔΓग़ͤΔΑ͏ʹ
- ϢʔβʔͷᅂͷਪఆɾՄࢹԽ - ͓͢͢ΊهࣄɺϢʔβʔɺϑΥϩʔ͖͢λά - ΞΠσϯςΟςΟͷՄࢹԽʹ
εύϜϑΝΠςΟϯά - Ұे݅ͷεύϜΞΧϯτʹ ରԠ͍ͯ͠Δ - खಈʂ - ͏·͘ block ͍ͨ͠͠ɺສҰߘ͞
Εͯ͏·͘ൃݟ͍ͨ͠ɻ
ใͷྨͷࣗಈԽɾ࠷దԽ - ϛχϚϜʹλάͷ໊دͤʢͷͨΊͷఏҊʣ - λάಉ࢜ͷΫϥελϦϯά - “Deeplearning” “ػցֶश” ͱؔ͋ΔΜ
͡Όͳ͍ʁ - ΧςΰϦͷఏҊ͕Ͱ͖Δͱ ɹɹخ͍͠
ϢʔβʔͷᅂͷਪఆɾՄࢹԽ - ʮػցֶशʹ͍ͭͯΓͨ ͍ʁʯ - ͳΒ͜ͷਓʂ - ͳΒ͜ͷهࣄʂ - ͳΒ͜ͷλάʂ
- ͱ͍ͬͨਪન͕͍ͨ͠ɻ - ʮ͋ͳͨͲΜͳΤϯδχΞ Ͱ͔͢ʁʯ
ΑΓΤϯδχΞ͕ΤϯδχΞΒ͘͠ ;Δ·͑ΔQiitaɻ
ऴ
͓·͚: Qiitadon qiitadon.com QiitaϢʔβʔ͚ʹӡӦ͍ͯ͠Δ mastodonΠϯελϯε QiitaϢʔβʔͳΒࢀՃͰ͖ɺίʔυ ϋΠϥΠτʹରԠͨ͠ߘ͕Ͱ͖· ͢ ΤϯδχΞಉ࢜ͷΏΔʙ͍ަྲྀͷ ʹͳ͍ͬͯΔͷͰɺࣾ֎ͷΤϯδχ
Ξͱͬͱ͍ͨ͠ʂͱ͍͏ํͥ ͻ :)