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Qiita x 機械学習/ Machine Learning on Qiita

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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  1. ػցֶश
    Incrementsגࣜձࣾ
    PM ౦ๆ ༟೭ @htomine

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  2. @htomine
    ͱΈͶ
    - Incrementsגࣜձࣾ
    - σβΠφɺϢʔβʔίϛϡχέʔγ
    ϣϯɺProduct ManagerͳͲ
    - ͦͷଞͷଐੑ
    - ex αΠϘ΢ζࣾ
    - ex ͸ͯͳΠϯλʔϯ
    ࣗݾ঺հ

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  3. ᶃ஌ͬͯΔ ᶄొ࿥ͯ͠Δ
    ᶅ౤ߘͨ͜͠ͱ
    ͋Δ

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  4. τϨϯυ
    ٕज़λά

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  5. QiitaʹݟΔ
    ػցֶशͷ
    τϨϯυ
    QiitaΛ࢖ͬͨ
    Ξ΢τϓοτͷ
    ͢͢Ί
    Qiitaͷࠓޙͱ
    ػցֶश

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  6. Qiitaʹ͓͚Δ
    ػցֶशͷτϨϯυ

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  7. Qiitaʹؔ࿈৘ใ͸ͲΕ͘Β͍ʁ

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  8. τϨϯυ
    2015೥͕
    രൃͷ೥

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  9. TensorFlow
    2015/11/9ʹOSSԽ͞Εͨ2೔
    ޙʹ͸ར༻ࣄྫΛॻ͍ͨهࣄ
    ͕ެ։ɻ

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  10. ؔ࿈ͯ͠Python΋஫໨Λ૿΍͍ͯ͠Δ
    λάϥϯΩϯάͰ΋ɺؔ࿈ͯ͠ར༻͞ΕΔ
    ͜ͱͷଟ͍Pythonͷ౤ߘ਺͕૿͍͑ͯΔɻ
    Qiitaͷλά෼෍
    શମతʹɺLLܥݴޠ΍OSSք۾ͷϒʔϜʹ
    ؔ࿈ͨ͠λάͷׂ߹͕ଟ͍ɻ
    ۚ༥ɾΤϯϓϥܥɺMSܥɺ૊ΈࠐΈɺϋ
    ʔυ΢ΣΞͳͲ͸·ͩ·ͩ͜Ε͔Βʂ

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  11. 2016೥ʹ
    Python͕
    JavascriptΛ
    ٯసʂ

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  12. τϨϯυ
    2015೥͕
    രൃͷ೥

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  13. ࠷ۙͷ࿩୊
    ͜͜3ϲ݄ͷ͍͍Ͷ਺
    ϥϯΫɻ
    ػցֶशʹऔ૊Ή΂͘ɺج
    ૅతͳྖҬͷղઆΛࢼΈͨ
    هࣄ͕ଟ਺౤ߘ͞Εɺ஫໨
    ͕ू·͍ͬͯΔɻ
    ֶͼͷΩοΧέͱͯ͠ಡ·
    Ε͍ͯΔɻ

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  14. Coursera
    Coursera Machine Learningʹ΋
    ஫໨͕ू·͍ͬͯΔɻ
    ೔ຊޠࣈນͰडߨ͕Մೳɻ
    डߨϩά΋ଟ਺౤ߘ͞Ε͍ͯΔ

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  15. QiitaΛ࢖ͬͨ
    Ξ΢τϓοτͷ͢͢Ί

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  16. Ϣʔβʔ͸Ͳ͏QiitaΛ࢖͍ͬͯΔ͔
    Ϣʔβʔ͸ʢͬ͘͟Γ෼͚Δͱʣ2छྨ
    ● τϥϒϧγϡʔςΟϯάͷͨΊʹݕࡧ͔Β๚ΕΔ
    ○ 8ʙ9ׂ͕ͪ͜ΒɻStackOverflowͳͲͷQAαʔϏεͱซ༻
    ○ ࢓ࣄதʹௐ΂Δ͜ͱ͕ଟ͍ͨΊɺฏ೔ޕޙ͕ϐʔΫλΠϜ
    ● Qiitaʹ౤ߘͨ͠ΓɺهࣄΛಡΉ͜ͱΛ໨తͱ͢Δ
    ○ τϨϯυ΍χϡʔεϨλʔ͔Β৘ใऩू͢Δ
    ○ ΤϯδχΞ޲͚ʹ৘ใൃ৴͢Δ

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  17. ΤϯδχΞ޲͚ʹ৘ใൃ৴͢Δ
    هࣄΛॻ͘
    ͍͍Ͷɾίϝϯ
    τɾฤूϦΫΤ
    ετΛ΋Β͏
    ʴ
    α

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  18. ΤϯδχΞ޲͚৘ใൃ৴
    - ࣗ෼ͷ஌ࣝΛ੔ཧͰ͖Δ
    - ֶΜͩ͜ͱΛ࢒͓͚ͯ͠Δ
    هࣄΛॻ͘

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  19. ΤϯδχΞ޲͚৘ใൃ৴
    ίϛϡχςΟ͔ΒධՁ͕
    ಘΒΕΔ
    ͍͍Ͷɾίϝϯ
    τɾฤूϦΫΤ
    ετΛ΋Β͏
    ίϝϯτͰࢦఠΛ΋Β͍
    ஌ݟΛΞοϓσʔτ

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  20. ΤϯδχΞ޲͚৘ใൃ৴
    ͋Δ෼໺ͷΤϯδχΞͱͯ͠
    ೝ஌͞ΕΔͱɺ৭ʑى͜Δ
    ʴ
    α

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  21. ΤϯδχΞ޲͚৘ใൃ৴
    ͋Δ෼໺ͷΤϯδχΞͱͯ͠
    ೝ஌͞ΕΔͱɺ৭ʑى͜Δ
    ʴ
    α

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  22. ΤϯδχΞ޲͚৘ใൃ৴
    ΤϯδχΞ
    ίϛϡχςΟ
    ݸਓ
    ൃ৴
    ධՁ
    ࣗ৴
    ৽ͨ
    ͳ஌
    ݟ

    ஌ݟ
    ৽ͨ
    ͳҙ
    ݟ
    ܁Γฦ͢͜ͱͰɺʮػցֶशΛษڧ
    ͍ͯ͠ΔΤϯδχΞʯͱ͍͏ೝ஌΋
    ಘΔ͜ͱ͕Ͱ͖Δ

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  23. ܁Γฦ͢͜ͱͰɺʮػցֶशΛษڧ
    ͍ͯ͠ΔΤϯδχΞʯͱ͍͏ೝ஌΋
    ಘΔ͜ͱ͕Ͱ͖Δ
    ΤϯδχΞ޲͚৘ใൃ৴
    ΤϯδχΞ
    ίϛϡχςΟ
    ݸਓ
    ൃ৴
    ධՁ
    ࣗ৴
    ৽ͨ
    ͳ஌
    ݟ

    ஌ݟ
    ৽ͨ
    ͳҙ
    ݟ
    ΤϯδχΞͱͯ͠ίϛϡχςΟʹߩݙ͢Δ͜ͱͰ
    ࣗ਎ͷΞΠσϯςΟςΟΛڧԽͰ͖Δ

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  24. Qiitaͷࠓޙͱ
    ػցֶश

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  25. ݱࡏͷ՝୊ײᶃ ίϛϡχςΟ
    - ·ͩಧ͍͍ͯͳ͍ίϛϡχςΟ΁ͷΞϓϩʔν
    - de:code ʹࢀՃ͢Δօ͞Μͷ͜ͱ͔΋͠Ε·ͤΜʂ
    - ίϛϡχςΟͷ࣭ɾྔ͕େ͖͘ͳ͍ͬͯ͘͜ͱͰɺϑΟʔυόοΫͷ࣭΋ߴ͘ͳΔͱ
    ߟ͍͑ͯΔɻ
    - طଘͷίϛϡχςΟ΁ͷϚωδϝϯτ
    - ϑΟʔυόοΫͷ࣭ΛߴΊΔͨΊʹ͸ɺطଘͷίϛϡχςΟͷϝϯςφϯε΋ඞཁɻ
    - ΨΠυϥΠϯͷΞοϓσʔτ΍ɺద੾ͳ;Δ·͍ͷܒ໤
    - ධՁػೳͷվળ

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  26. ݱࡏͷ՝୊ײᶄ ৽ྖҬ΁ͷ௅ઓ
    - ΞΠσϯςΟςΟͷཱ֬Λ΋ͬͱࢧԉ͢Δ
    - ΤϯδχΞͱͯ͠ͷࣗ෼Λ΋ͬͱදݱ͍ͨ͠
    - ʮQiitaͷϚΠϖʔδΛݟΕ͹ΤϯδχΞͱͯ͠ͷࣗ෼͕Θ͔Δʯ
    - →ΤϯδχΞͱͯ͠ͷ੒௕ʹΑΓͦ͑ΔΑ͏ʹ
    - ΞΠσϯςΟςΟཱ֬ͷͦͷޙ͸ʁ
    - ৽͍͠ΩϟϦΞ΁ͷ௅ઓΛࢧԉ͢Δ͜ͱ΍ɺͦͷͨΊͷֶशͷਪનͳ
    Ͳɻ

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  27. ػցֶशͱQiita
    େ͖͘3ྖҬɻ…͕ͩɺਖ਼௚ͳͱ͜Ζ͋Γ͖ͨΓͰ͸͋Δ
    - εύϜϑΝΠςΟϯά
    - ৘ใͷ෼ྨͷࣗಈԽɾ࠷దԽ
    - λάͷਖ਼نԽɺద੾ͳλάͷਪન
    - ৘ใΛΑΓਖ਼֬ɾศརʹऔΓग़ͤΔΑ͏ʹ
    - Ϣʔβʔͷᅂ޷ͷਪఆɾՄࢹԽ
    - ͓͢͢ΊهࣄɺϢʔβʔɺϑΥϩʔ͢΂͖λά౳
    - ΞΠσϯςΟςΟͷՄࢹԽʹ΋

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  28. εύϜϑΝΠςΟϯά
    - Ұ೔਺े݅ͷεύϜΞΧ΢ϯτʹ
    ରԠ͍ͯ͠Δ
    - खಈʂ
    - ͏·͘ block ͍ͨ͠͠ɺສҰ౤ߘ͞
    Εͯ΋͏·͘ൃݟ͍ͨ͠ɻ

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  29. ৘ใͷ෼ྨͷࣗಈԽɾ࠷దԽ
    - ϛχϚϜʹ͸λάͷ໊دͤʢͷͨΊͷఏҊʣ
    - λάಉ࢜ͷΫϥελϦϯά
    - “Deeplearning” ͸ “ػցֶश” ͱؔ܎͋ΔΜ
    ͡Όͳ͍ʁ
    - ΧςΰϦͷఏҊ͕Ͱ͖Δͱ
    ɹɹخ͍͠

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  30. Ϣʔβʔͷᅂ޷ͷਪఆɾՄࢹԽ
    - ʮػցֶशʹ͍ͭͯ஌Γͨ
    ͍ʁʯ
    - ͳΒ͜ͷਓʂ
    - ͳΒ͜ͷهࣄʂ
    - ͳΒ͜ͷλάʂ
    - ͱ͍ͬͨਪન͕͍ͨ͠ɻ
    - ʮ͋ͳͨ͸ͲΜͳΤϯδχΞ
    Ͱ͔͢ʁʯ

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  31. ΑΓΤϯδχΞ͕ΤϯδχΞΒ͘͠
    ;Δ·͑ΔQiita΁ɻ

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  33. ͓·͚: Qiitadon qiitadon.com
    QiitaϢʔβʔ޲͚ʹӡӦ͍ͯ͠Δ
    mastodonΠϯελϯε
    QiitaϢʔβʔͳΒࢀՃͰ͖ɺίʔυ
    ϋΠϥΠτʹରԠͨ͠౤ߘ͕Ͱ͖·
    ͢
    ΤϯδχΞಉ࢜ͷΏΔʙ͍ަྲྀͷ৔
    ʹͳ͍ͬͯΔͷͰɺࣾ֎ͷΤϯδχ
    Ξͱ΋ͬͱ࿩͍ͨ͠ʂͱ͍͏ํ͸ͥ
    ͻ :)

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