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GCP૬ஊLT 
 2017-06-28
 ࢢϲ୩Geek˒Night#13 presented by @yuzutas0
 https://www.pexels.com/photo/person-holding-black-and-grey-pen-163032/

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ɹࣗݾ঺հ @yuzutas0 *1 http://greenz.jp/2012/10/15/trendmicro_app_contest-report/
 *2 http://gigazine.net/news/20150717-hile-search/ - ࢓ࣄ: ৽ถSRE - ࢿ֨: ೝఆεΫϥϜϚελʔ
 - झຯ: ݸਓ։ൃ
 - TrendMicroࠃࡍίϯϖड৆ *1
 - Gigazineܝࡌ *2
 - ऋҐ: உऋˏγʔϥϯυެࠃ

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ɹΞδΣϯμ 1. ͍·΍͍ͬͯΔ͜ͱ 2. ࠔ͍ͬͯΔ͜ͱ 3. ૬ஊ͍ͨ͜͠ͱ

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ɹBQΛDWHͱͯ͠ߏஙʢ͸͡Ί·ͨ͠ʣ 1. ϏδωεKPIͷఆৗϞχλϦϯά
 ച্ɺDAUɺCPAɺARPPUɺLTV
 2. ΞυϗοΫ෼ੳɿࢪࡦͷԾઆཱҊɾޮՌଌఆ
 ։ൃ޻ఔͱͯ͠Measure/LearnΛ૊ΈࠐΉ 
 3. ػցֶशɿσʔληοτநग़
 ϨίϝϯυɺεύϜ൑ఆɺηάϝϯτ޿ࠂ഑৴
 ※ਖ਼֬ʹ͸ɿ͢ͰʹՔಈதɾར༻த → ϦΞʔΩ୲౰ऀͱͯ͠৮Γ͸͡Ί·ͨ͠

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ɹBeforeɿܧ͗଍͠ΞʔΩ

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ɹBeforeɿܧ͗଍͠ΞʔΩ 1. ֤෦ॺ͕όϥόϥʹσʔλΛऔಘˠՃ޻ 2. τϥϒϧଟൃɿ਺ࣈ͕߹Θͳ͍ɾIF্͕ख͍͔͘ͳ͍ 3. σʔλ࢓༷ʹৄ͍͠APΤϯδχΞ͕ௐࠪ͢Δ͜ͱʹ

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ɹAfterɿ੹຿ʹԠͨ͡෼཭ɾ݁߹

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ɹAfterɿ੹຿ʹԠͨ͡෼཭ɾ݁߹ 1. View͸౷߹͠ͳ͍
 ୭ʹ΋࢖ΘΕͳ͍μογϡϘʔυ໰୊
 ʮ΁ʔ͖΁ʔ͖ʂ෦ॺʹΑͬͯಘҙͳπʔϧҧ͏͔Βʂʯ 
 2. σʔλͷه࿥ɾܭࢉ͸ҰݩԽ
 →͜͜Ͱ͍·ۤ͠ΜͰ͍Δ

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ɹΞδΣϯμ 1. ͍·΍͍ͬͯΔ͜ͱ 2. ࠔ͍ͬͯΔ͜ͱ 3. ૬ஊ͍ͨ͜͠ͱ

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ɹݩσʔλ͔ΒKPIΛࢉग़͢Δ 1. ͦͷ··࢖͑Δ΋ͷʢ΄ͱΜͲ֘౰ͳ͠ʣ 
 2. Լ͔ΒੵΈ্͛Δ΋ͷʢྫɿച্ʣ
 3. ্͔Β෼ղ͢Δ΋ͷʢྫɿCPAʣ

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ɹதؒࢦඪΛBQ্ʹӬଓԽ͍ͨ͠ ࢀরͷ౓ʹຖճܭࢉ͢Δͷ͸ෆศ
 ʢอकɾύϑΥʔϚϯεͷ྆໘ʣ
 ֤πʔϧ͔Β͸ܭࢉ݁ՌΛݺͿ͚ͩʹ͍ͨ͠

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ɹࠔ͍ͬͯΔ͜ͱ 
 ʢͦΕͳΓͷ਺ʹͳΔʣ
 datasetsͷઃܭɾ؅ཧํ਑
 


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ɹΞδΣϯμ 1. ͍·΍͍ͬͯΔ͜ͱ 2. ࠔ͍ͬͯΔ͜ͱ 3. ૬ஊ͍ͨ͜͠ͱ

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ɹdatasetsɿ͝૬ஊ GCPϢʔβʔͳ
 օ༷ͷϊ΢ϋ΢Λͥͻ࢕͍͍ͨͰ͢ ظ଴͍ͯ͠Δ౴͑ɿʮ͏ͪ͸͜͏΍͍ͬͯΔΑʂʯ

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ɹdatasetsɿݱঢ় 
 1. αϒγςϜ͝ͱʹdatasetsΛ༻ҙ 2. ೔࣍όονͰຊ൪ERΛͦͷ··൓ө 3. ϓϩάϥϜʢPythonʣଆͰObjectͱͯ͠ܭࢉ
 →͜ΕΛBQʹҠͯ͠Python্͸Immutableʹ͍ͨ͠
 
 ※εΩʔϚߏ଄֬ೝ΍ΫΤϦࢼ͠ଧͪͷΈBQΛϒϥ΢βར༻

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ɹdatasetsɿ͜͏΍ͬͨΒྑͦ͞͏ʁ σʔλͷ୯Ґ 


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presented by @yuzutas0
 https://www.pexels.com/photo/person-holding-black-and-grey-pen-163032/ ͝ਗ਼ௌ ͋Γ͕ͱ͏͍͟͝·ͨ͠