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料理きろくと機械学習

uiureo
October 03, 2017

 料理きろくと機械学習

【京都開催 feat.はてな】Cookpad Tech Kitchen #11 https://cookpad.connpass.com/event/64837/
【福岡開催 feat.ペパボ】Cookpad Tech Kitchen #12 https://cookpad.connpass.com/event/64844/

で発表したものです

uiureo

October 03, 2017
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  1. ECS • AWSͷίϯςφ࣮ߦ؀ڥ • hako: DockerͷσϓϩΠπʔϧ • ymlͰఆٛΛॻ͚Δ • ྫ:

    DockerfileͰఆٛͨ͠Python / Tensorflowͷ࣮ߦ؀ڥ Λg2.2xlargeͷΫϥελʹσϓϩΠ ECS Λར༻ͨ͠ΦϑϥΠϯδϣϒͷ࣮ߦ؀ڥ http://techlife.cookpad.com/entry/2016/09/09/235007
  2. ࡞ͬͨϨγϐ൑ఆͷσϓϩΠ RedshiftͰϩά͔Βಛ௃நग़ time user_id recipe_id 17:00 1 123 18:00 1

    234 17:01 2 345 17:02 2 456 ϨγϐӾཡϩά (ΫιͰ͔͍) user_id recipe_id ྦྷܭӾཡ ࣌ؒ 1 123 10෼ 1 234 1෼ 2 345 5ඵ 2 456 20෼ ಛ௃
  3. S3 S3 ECS Redshift ࡞ͬͨ ಛ௃நग़ Ϟσϧ൑ఆ xgboost ࡞ͬͯͳ͍ ࡞ͬͨ

    ࡞ͬͯͳ͍ 10෼ 1෼ 5ඵ 20෼ ࡞ͬͨϨγϐ൑ఆͷσϓϩΠ