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機械学習基盤の本番運用とその取り組み / ML platform in production

Kohei Ota
December 08, 2019

機械学習基盤の本番運用とその取り組み / ML platform in production

Kohei Ota

December 08, 2019
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  1. ֶशͱਪ࿦ w ֶश w σʔλΛҰఆͷنଇ ΞϧΰϦζϜ ʹैͬͯϞσϧʹม׵ w σʔλιʔε͕ॏཁͳͷͰɺ೔ʑೖΕସΘΔ΋ͷ͸ఆৗతʹֶश͢Δ w

    ਪ࿦ w ϞσϧΛ࢖ͬͯɺ͋Δσʔλ͕Ͳͷύλʔϯʹ࠷΋͍͔ۙΛ൑அ͢Δ w ਪ࿦ʹ࢖͏Ϟσϧͷσʔλ઱౓͕ॏཁ
  2. ֶशͱਪ࿦ w ֶश w σʔλΛҰఆͷنଇ ΞϧΰϦζϜ ʹैͬͯϞσϧʹม׵ w σʔλιʔε͕ॏཁͳͷͰɺ೔ʑೖΕସΘΔ΋ͷ͸ఆৗతʹֶश͢Δ w

    ਪ࿦ w ϞσϧΛ࢖ͬͯɺ͋Δσʔλ͕Ͳͷύλʔϯʹ࠷΋͍͔ۙΛ൑அ͢Δ w ਪ࿦ʹ࢖͏Ϟσϧͷσʔλ઱౓͕ॏཁ 8FCʹ͸ͳ͍ػցֶशج൫ͷϙΠϯτ
 
 Ϟσϧ͕ػցֶशʹ͓͚Δ಄೴ ϒϥοΫϘοΫε  ϞσϧͷೖΕସ͑ͱɺֶशස౓ͳͲͷఆ͕ٛॏཁ
  3. ˜;0;05FDIOPMPHJFT *OD  ΞʔΩςΫνϟશମ $MPVE-PBE #BMBODJOH $MPVE"SNPS ,VCFSOFUFT &OHJOF $MPVE

    4UPSBHF $POUBJOFS 3FHJTUSZ $MPVE .FNPSZTUPSF %FWFMPQFS ը૾ετϨʔδ ϞσϧετϨʔδ ίϯςφΠϝʔδ Ωϟογϡ $MPVE $PNQPTFS ֶश ,VCFSOFUFT &OHJOF "//JOEFY Ϟσϧ 6TFS ֶश ਪ࿦ (16 $MPVE 'JMFTUPSF