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Amazon SageMakerの最新アップデートの紹介
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tandfy
December 16, 2019
Programming
1
870
Amazon SageMakerの最新アップデートの紹介
re:Growth 2019 Osakaでの発表内容です。
tandfy
December 16, 2019
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Transcript
"NB[PO4BHF.BLFS࠷৽Ξοϓσʔτ େᖒ༐ే SF(SPXUI04","
ࣗݾհ େᖒ༐ే σʔλΞφϦςΟΫεࣄۀຊ෦ΠϯςάϨʔγϣϯ෦ ػցֶशνʔϜΤϯδχΞ!େࡕ w 4BHF.BLFSؔ࿈ϒϩάຊ d w
SF*OWFOUࢀՃճ
εϥΠυޙͰೖख͢Δ͜ͱ͕ग़དྷ·͢ͷͰ ൃදதͷ༰ΛϝϞ͢Δඞཁ͋Γ·ͤΜɻ ࣸਅࡱӨΛ͢Δ߹ ϑϥογϡɾγϟολʔԻ͕ग़ͳ͍Α͏ʹྀ͍ͩ͘͝͞ Attention
SF*OWFOU ػցֶशؔ࿈ͷΞοϓσʔτ͕৭ʑ͋Γ·ͨ͠
ػցֶशؔ࿈Ξοϓσʔτ w "84%FFQ$PNQPTFS ϓϨϏϡʔ w $POUBDU-FOTGPS"NB[PO $POOFDU ϓϨϏϡʔ
w "NB[PO'SBVE%FUFDUPS ϓϨϏϡʔ w "NB[PO,FOESB ϓϨϏϡʔ w "NB[PO$PEF(VSV ϓϨϏϡʔ w "NB[PO"VHNFOUFE"* ϓϨϏϡʔ w"NB[PO4BHF.BLFS4UVEJP w"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ w"NB[PO4BHF.BLFS%FCVHHFS w"NB[PO4BHF.BLFS&YQFSJNFOUT w"NB[PO4BHF.BLFS"VUPQJMPU w"NB[PO4BHF.BLFS1SPDFTTJOH w"NB[PO4BHF.BLFS.PEFM.POJUPS w"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZର Ԡ w"NB[PO4BHF.BLFS0QFSBUPSTGPS ,VCFSOFUFT
ػցֶशؔ࿈Ξοϓσʔτ w "84%FFQ$PNQPTFS ϓϨϏϡʔ w $POUBDU-FOTGPS"NB[PO$POOFDU ϓϨϏϡʔ
w "NB[PO'SBVE%FUFDUPS ϓϨϏϡʔ w "NB[PO,FOESB ϓϨϏϡʔ w "NB[PO$PEF(VSV ϓϨϏϡʔ w "NB[PO"VHNFOUFE"* ϓϨϏϡʔ w"NB[PO4BHF.BLFS4UVEJP w"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ w"NB[PO4BHF.BLFS%FCVHHFS w"NB[PO4BHF.BLFS&YQFSJNFOUT w"NB[PO4BHF.BLFS"VUPQJMPU w"NB[PO4BHF.BLFS1SPDFTTJOH w"NB[PO4BHF.BLFS.PEFM.POJUPS w"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZ ରԠ w"NB[PO4BHF.BLFS0QFSBUPSTGPS ,VCFSOFUFT
ࠓ͢༰ w"NB[PO4BHF.BLFS4UVEJP w"NB[PO4BHF.BLFS/PUFCPPLT w"NB[PO4BHF.BLFS%FCVHHFS w"NB[PO4BHF.BLFS &YQFSJNFOUT w"NB[PO4BHF.BLFS"VUPQJMPU w"NB[PO4BHF.BLFS1SPDFTTJOH w"NB[PO4BHF.BLFS.PEFM.POJUPS
w"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZରԠ w"NB[PO4BHF.BLFS0QFSBUPSTGPS,VCFSOFUFT wػցֶशʹ͓͚ΔϫʔΫϑϩʔ w"NB[PO4BHF.BLFS֓ཁ w"NB[PO4BHF.BLFSͷ֤छΞοϓσʔτ༰
ػցֶशͷϫʔΫϑϩʔ
ػցֶशͷϫʔΫϑϩʔ
ػցֶशͷϫʔΫϑϩʔ ࣮ݧΛ܁Γฦ͢
ػցֶशͷϫʔΫϑϩʔ ͻͨ͢Β܁Γฦ͢
"NB[PO4BHF.BLFS
͜Ε·Ͱͷ "NB[PO4BHF.BLFS ΠϯϑϥཧෆཁͰ&%"͔ΒϞσϧͷӡ༻·ͰՄೳͳ ػցֶशͷϑϧϚωʔδυαʔϏε w+VQZUFSͷϗεςΟϯά wػցֶशϞσϧͷֶशͱϋΠύʔύϥϝʔλνϡʔχϯά wػցֶशϞσϧͷϗεςΟϯάͱόονਪ w֤छΈࠐΈΞϧΰϦζϜͷ༻ҙ֤छϑϨʔϜϫʔΫʹରԠ w"NB[PO4BHF.BLFS(SPVOE5SVUIϥϕϧ͚ͮ
Ξϊςʔγϣϯ δϣϒͷ࡞ͱཧ w"NB[PO4BHF.BLFS/FPϞσϧͷίϯύΠϧ w"NB[PO4BHF.BLFS4FBSDIֶशδϣϒͷݕࡧͱൺֱ
"NB[PO4BHF.BLFS ֤छΞοϓσʔτ༰
"NB[PO4BHF.BLFS4UVEJP
"NB[PO4BHF.BLFS4UVEJP ػցֶशͷͨΊͷ౷߹։ൃڥ *%& w+VQZUFS-BCϕʔε w"NB[PO4BHF.BLFSͷ֤ػೳͱ࿈ܞ wίʔυϕʔεͰͷ&%"͔Β࣮ݧɺӡ༻·ͰՄೳ w440ͰͷϢʔβཧɾΞΫηε͕Մೳ wΦϋΠΦϦʔδϣϯͰར༻Մೳ
"NB[PO4BHF.BLFS4UVEJP https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ
"NB[PO4BHF.BLFS/PUFCPPLT ϓϨϏϡʔ +VQZUFSϊʔτϒοΫͷར༻ͱڞ༗͕؆୯ʹ w+VQZUFS+VQZUFS-BC͕ඵͰ͑Δ wΠϯϑϥཧෆཁ wϊʔτϒοΫͷڞ༗͕؆୯ʹͰ͖Δ wܭࢉϦιʔεͷΓସ͑؆୯
ϊʔτϒοΫͷڞ༗ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS &YQFSJNFOUT
"NB[PO4BHF.BLFS&YQFSJNFOUT
"NB[PO4BHF.BLFS&YQFSJNFOUT ػցֶशδϣϒ࣮ݧͷཧɾൺֱΛΑΓ؆୯ʹ w࣮ݧ໊ͱτϥΠΞϧ໊Ͱ֤छδϣϒΛཧ w࣮ݧτϥΠΞϧͷू߹ɺτϥΠΞϧτϥΠΞϧίϯϙʔωϯτͰߏ w"NB[PO4BHF.BLFS4UVEJPͱ࿈ܞ͢Δ͜ͱͰɺ(6*Ͱͷ ཧͱൺֱ͕Մೳ
ֶश࣌ʹ͓͚ΔϩεͷมԽΛൺֱ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS%FCVHHFS
"NB[PO4BHF.BLFS%FCVHHFS
"NB[PO4BHF.BLFS%FCVHHFS ϞσϧͷֶशΛޮԽ wֶशதʹࢦఆͨ͠σʔλΛऩू wֶशঢ়ଶͷϧʔϧϕʔεͷϞχλϦϯά w$MPVE8BUDIͱ࿈ܞͨ͠ϧʔϧϕʔεͷϦΞϧλΠϜΞΫ γϣϯ w5FOTPS'MPXɺ1Z5PSDIɺ.9/FUɺ9(#PPTUʹαϙʔτ
ࢹϧʔϧͷఆٛɺϧʔϧҧݕग़ɺϩεΧʔϒ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS 1SPDFTTJOH
"NB[PO4BHF.BLFS1SPDFTTJOH
"NB[PO4BHF.BLFS1SPDFTTJOH લޙॲཧͱධՁॲཧͷϚωʔδυαʔϏε wεΫϦϓτͱ࣮ߦڥɺೖग़ྗใ͚ͩͰ࣮ߦՄೳ w"NB[PO4BHF.BLFSʹֶशҎ֎ͷॲཧΛΦϑϩʔυͰ͖Δ wಠࣗίϯςφͷར༻Մೳ
εΫϦϓτྫ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-processin-fully-managed-data-processing-and-model-evaluation/?nc1=b_rp
"NB[PO4BHF.BLFS.PEFM .POJUPS
"NB[PO4BHF.BLFS.PEFM.POJUPS
"NB[PO4BHF.BLFS.PEFM.POJUPS Ϟσϧӡ༻࣌ͷҟৗΛݕग़ wσϓϩΠͨ͠Ϟσϧͷೖग़ྗσʔλΛهɾੳ wϞχλϦϯάδϣϒͷఆظ࣮ߦ wϧʔϧϕʔεͰͷҟৗνΣοΫ w$MPVE8BUDIͱͷ࿈ܞ
͋Δಛྔͷ߹ܭͷൺֱ ج४σʔλͱϞχλϦϯάσʔλ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFS"VUPQJMPU
"NB[PO4BHF.BLFS"VUPQJMPU
"NB[PO4BHF.BLFS"VUPQJMPU "VUP.- w&%"͔ΒલॲཧɺΞϧΰϦζϜͷબɺֶशɺνϡʔχϯά ·ͰࣗಈͰ࣮ߦ wߦͬͨલॲཧֶशΛ࠶ݱՄೳͳϊʔτϒοΫͷࣗಈ࡞
"VUPQJMPUʹΑΔτϥΠΞϧҰཡ https://aws.amazon.com/jp/blogs/news/amazon-sagemaker-studio-the-first-fully-integrated-development-environment-for-machine-learning/
"NB[PO4BHF.BLFSͷ%FFQ (SBQI-JCSBSZରԠ
"NB[PO4BHF.BLFSͷ%FFQ(SBQI-JCSBSZରԠ "NB[PO4BHF.BLFSͰάϥϑσʔλͷֶश͕ΑΓ؆ ୯ʹ w%FFQ(SBQI-JCSBSZάϥϑߏΛ࣋ͬͨσʔλͷͨΊͷ 044ͷਂֶशϑϨʔϜϫʔΫ wόοΫΤϯυ1Z5PSDIͱ.9/FUʹରԠ wίϯςφΠϝʔδ͕༻ҙ͞Ε͍ͯΔͨΊɺεΫϦϓτͱύϥ ϝʔλɺσʔλ͚ͩͰֶशՄೳ
εΫϦϓτྫ https://aws.amazon.com/jp/blogs/news/now-available-on-amazon-sagemaker-the-deep-graph-library/?nc1=b_rp
"NB[PO4BHF.BLFS0QFSBUPS GPS,VCFSOFUFT
"NB[PO4BHF.BLFS0QFSBUPSGPS,VCFSOFUFT ,VCFSOFUFTΛհͨ͠4BHF.BLFSͷར༻͕Մೳʹ wϞσϧͷֶश͚ͩͰͳ͘ɺνϡʔχϯάϗεςΟϯάՄ ೳ w,VCFSOFUFT"1*LVCFDUM͔Β4BHF.BLFSͰͷδϣϒ͕࡞ Մೳ
ֶशδϣϒΛΧελϜϦιʔεͱͯ͠ఆٛ͠ɺ࣮ߦ https://aws.amazon.com/jp/blogs/news/introducing-amazon-sagemaker-operators-for-kubernetes/?nc1=b_rp
·ͱΊ
"NB[PO4BHF.BLFS͕ύϫʔΞοϓʂ %FFQ(SBQI-JCSBSZʹରԠʂ,VCFSOFUFT͔Β͑Δʂ