Upgrade to Pro — share decks privately, control downloads, hide ads and more …

クックパッドと機械学習/uec-aix-seminar

j.harashima
September 26, 2018
9.2k

 クックパッドと機械学習/uec-aix-seminar

j.harashima

September 26, 2018
Tweet

More Decks by j.harashima

Transcript

  1. ࿦จ 5XP4UFQ7BMJEBUJPOJO$IBSBDUFSCBTFE*OHSFEJFOU/PSNBMJ[BUJPO $&"  -FBSOJOH'PPE"QQFBSBODFCZB4VQFSWJTJPOXJUI3FDJQF5FYU $&"  $PPLQBE*NBHF%BUBTFU"O*NBHF$PMMFDUJPOBT*OGSBTUSVDUVSFGPS'PPE3FTFBSDI 4*(*3 

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˞ଠࣈ͸ࣗ෼͕ୈҰஶऀͷ΋ͷɻେֶ࣌୅ͷ΋ͷ΋ؚΉɻ
  2. Ԋֵ ೥݄ ༗ݶձࣾίΠϯʢݱΫοΫύουגࣜձࣾʣઃཱ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ ೥݄ Ϩγϐͷ౤ߘɾݕࡧαʔϏεLJUDIFO!DPJO։࢝

    ΫοΫύουʹαʔϏε໊มߋ ೥݄ ϓϨϛΞϜαʔϏε։࢝ Ϛβʔζ্৔ ౦ূҰ෦ʹࢢ৔มߋ ϓϨϛΞϜαʔϏεձһ਺ສਓಥഁ ೥݄ ւ֎ల։Λຊ֨Խ ઃཱप೥
  3. ࡐྉ໊ͷਖ਼نԽ ϨγϐதͷදهΛΫοΫύου಺Ͱͷ୅දදهʹ ਖ਼نԽ ˒ΈΓΜ ૈ൨͖ࠇމᑦ ΋΍͠ʢ͓޷ΈͰʣ ΈΓΜ ͋Βͼ͖ࠇ͜͠ΐ͏ ΋΍͠ ه߸ͷআڈ

    දه༳Εͷղফ ׅހදݱͷআڈ ͦͷଞɺิ଍৘ใͷআڈ΍ಉٛදݱͷೝࣝɺ௲Γؒҧ͍ͷमਖ਼ͳͲ 
 ʢFH ͓޷ΈͰ㾐ന͝·ˠ͍Γ͝·ɺੜ͘ΓʔϜˠੜΫϦʔϜʣ
  4. &ODPEFS 4QMJUUIFPSJHJOBMTUSJOH FH ˒ে༉ JOUPDIBSBDUFST FH <˒ ে ༉> 

    5BLFUIFDIBSBDUFSTBTBOJOQVUBOEHFOFSBUFBWFDUPSGPSJU %FDPEFS (FOFSBUFBXPSE BDBOPOJDBMGPSN FH ͠ΐ͏Ώ GSPNUIFWFDUPS "CFBNTFBSDIDBOCFVTFEUP fi OECFUUFSOPSNBMJ[BUJPOT ˒ ে ༉ ΐ ͠ ͏ Ώ &08 &08 ΐ ͠ ͏ Ώ ˒TPZTBVDF TPZTBVDF ࡐྉ໊ͷਖ਼نԽ
  5. WFS ɾ$B ff F/FU ɾྉཧPSඇྉཧͷೋ஋෼ྨ WFS ɾ*ODFQUJPOW ɾྉཧ ২෺ ʜ

    PSඇྉཧͷଟ஋෼ྨ WFS ɾ*ODFQUJPOW QBUDIFEDMBTTJ fi DBUJPO ɾྉཧPSඇྉཧͷೋ஋෼ྨ ֶशσʔλ ɾਖ਼ྫɿΫοΫύουͷϨγϐͷը૾ ɾෛྫɿϥΠηϯεϑϦʔͷछʑͷը૾ WFSͷೝࣝ݁Ռ ྉཧࣸਅͷݕग़