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JAWS-UG 愛媛 第20回勉強会資料 / amazon-sagemaker-demanab...
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Takahiro Kato
February 02, 2019
Technology
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JAWS-UG 愛媛 第20回勉強会資料 / amazon-sagemaker-demanabu-kikaigakushunokiso-and-tsukaikata
JAWS-UG 愛媛 第20回勉強会資料
Amazon SageMaker で学ぶ機械学習の基礎と使い方
※ハンズオンデータの場所をDropBoxからGitHubに変更
Takahiro Kato
February 02, 2019
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Transcript
Amazon SageMakerͰֶͿ ػցֶशͷجૅͱ͍ํ JAWS-UG ѪඤɿՃ౻ و
Agenda w ࣗݾհ w ༰ͷઆ໌ w ػցֶशͷجૅ ࠲ֶ w
ػցֶशϋϯζΦϯ ϓϩάϥϜ࠲ֶ w 4BHF.BLFSΛͬͨ8FCΞϓϦͷ࡞
ࣗݾհ ໊લ Ճ౻و ͔ͱ͏͔ͨͻΖ ࣄɿ Ѫඤݝ৽ډࢢࡏॅ ݩͷձࣾͰάϧʔϓ̨̚*5ਪਐ ࠓ͔͚͍ͬͯΔ̞̩ٕज़ɿ "*ɺ*P5ɺ4FSWFSMFTT"SDIJUFDUVSF
ࠓ͔͚͍ͬͯΔ"84αʔϏεɿ "84"*ܥαʔϏεશൠ
༰ͷઆ໌
༰ͷઆ໌ ࠓͷΰʔϧ w ػցֶशͷϞσϧ࡞Λମݧ w ػցֶशͷΈͷཧղ w σʔλαΠΤϯεͷମݧ w ػցֶशΛ׆༻ͨ͠8FCΞϓϦͷ࡞
w ϞσϧͷσϓϩΠΛମݧ w σϓϩΠͨ͠ϞσϧΛ8FCΞϓϦͰར༻
༰ͷઆ໌ ϋϯζΦϯͰΒͳ͍ࣄ w ϓϩάϥϜͷৄ͍͠આ໌ w ػցֶशϓϩάϥϜͷ࡞ w TDJLJUMFBSO ػցֶशϥΠϒϥϦ Λ༻
ػցֶशͷجૅ
ػցֶशͷجૅ ͡Ίʹ w ຊ༰ͷػցֶश㲈ػցֶश<ڭࢣ͋Γֶश> w ຊ༰ͷϞσϧʢܭࢉࣜʣͷྫ ⭕Θ͔Γ͢͞ ❎࣮ફత
ػցֶशͷجૅ "*͕Πϯϓοτ͔ΒΞτϓοτΛࢉग़͢ΔΈ Ϟσϧ ܭࢉࣜ ʹΠϯϓοτͨ͠Λೖͯ͠ࢉग़ ྫɽ͔Βඅ༻Λࢉग़͢Δ"* "*ͷϞσϧɿZY Zඅ༻Y ͕ͷ߹
<> <අ༻>
ػցֶशͷجૅ අ༻ Z Y ֶशσʔλ
ϓϩοτਤ্ͷ ͷ༩ ˞ֶशσʔλͱΠϯϓοτ<>ͱΞτϓοτ<අ༻>͕ηοτʹͳͬͨσʔλ
ػցֶशͷجૅ අ༻ Z Y Ծઆͷ࡞
˞ԾઆͱΠϯϓοτͱΞτϓοτͷؔΛਪଌ͠ɺࣜͰදͨ͠ͷ
ػցֶशͷجૅ අ༻ Z Y ZY
Ϟσϧͷ࠾༻ Ϟσϧͱֶशσʔλͷޡࠩͷτʔλϧ͕࠷খ͍͞ԾઆΛϞσϧʹ࠾༻
ػցֶशͷجૅ Ϟσϧ·ͱΊ w "*͕Πϯϓοτ˞ΛΞτϓοτ˞ʹม͢Δͷ w ֶशσʔλͱΞϧΰϦζϜʹΑͬͯߏங͞ΕΔͷ w ਖ਼ମࣜ ˞ਓ͔Βͷ࣭ͳͲ ˞ਓ͔Βͷ࣭ʹର͢Δ͑ͳͲ
ػցֶशϋϯζΦϯ
ػցֶशϋϯζΦϯ ϋϯζΦϯͰ༻͢Δͷ w ࣮ߦڥ w +VQZUFS/PUFCPPLPO4BHF.BLFS w ػցֶश༻ͷσʔλ w TDJLJUMFBSOͷνϡʔτϦΞϧσʔλ
ػցֶशϋϯζΦϯ w "NB[PO4BHF.BLFSͱ ։ൃऀͷҝͷϚωʔδυͳػցֶशαʔϏε w ϞσϧͷσϓϩΠఆظֶशδϣϒͷ࣮ߦͳͲΠϯϑϥΤ ϯδχΞ͚ͷ"1*͋Γ w ͋ΒΏΔϑϨʔϜϫʔΫΞϧΰϦζϜ͕બՄೳ ʢಠࣗͰ࡞ͬͨͷ%PDLFSίϯςφ͔Β༻Մೳ
w "NB[PO.-ΑΓ"*ͷࣝΛٻΊΒΕΔ w ΞϧΰϦζϜͷબఆ ઢܗճؼ -PHJTUJDճؼ FUD w ϑϨʔϜϫʔΫͷબఆ 5FOTPS'MPX .9/FU FUD
ػցֶशϋϯζΦϯ ϋϯζΦϯ༻σʔλͷϦϙδτϦ IUUQTCJUMZ3(3I4K ಡΈࠐΉϑΝΠϧ 3FHSFTTJPO #PTUPOIPVTFQSJDFT JQZOC
ػցֶशϋϯζΦϯ w ΦϯϓϨϛεͷ߹ ʲϞσϧͷެ։ʳ 8FC"1*ɺΤϯυϙΠϯτͷެ։ͳͲ ʲػցֶशͷڥߏஙʳ αʔόʔઃఆɺϛυϧΣΞϥΠϒϥϦͷΠϯετʔϧͳͲ ʲϞσϧͷڥߏஙʳ ϞσϧΛϢʔβʔଞͷΞϓϦ͔Β༻Մೳͳঢ়ଶʹ͢Δ "1*αʔόʔͷߏஙɾઃఆɺϞσϧͷ"1*ͷ࣮ͳͲ
ʲϞσϧͷ࡞ʳ σʔλͷલॲཧɺϞσϧͷֶशɾධՁͳͲ
ػցֶशϋϯζΦϯ w 4BHF.BLFSͷ߹ ʲϞσϧͷެ։ʳ 8FC"1*ɺΤϯυϙΠϯτͷެ։ͳͲ ʲϞσϧͷ࡞ʳ σʔλͷલॲཧɺϞσϧͷֶशɾධՁͳͲ
ػցֶशϋϯζΦϯ 4BHF.BLFSʹΑͬͯ࡞ۀ͕ܰݮ͞ΕΔΤϯδχΞ ɾΠϯϑϥΤϯδχΞ αʔόʔωοτϫʔΫͳͲͷߏஙɾอकͳͲ ɾ8FCΤϯδχΞ Ϟσϧ༻ͷ"1*࡞ͳͲ
ػցֶशϋϯζΦϯ 4BHF.BLFS"1*ͰָʹͳΔ࡞ۀ w Ϟσϧͷ࡞ͱσϓϩΠ FHίʔυྫ 4BHF.BLFSͷ&TUJNBUPSΛ༻ɻ ΞϧΰϦζϜ4,-FBSOͷҾͷ1ZUIPOϑΝΠϧʹίʔσΟϯά GSPNTBHFNBLFSTLMFBSOFTUJNBUPSJNQPSU4,-FBSO TMS4,-FBSO FOUSZ@QPJOUTDJLJU@MFBSO@QSJDFQZ
ʜ 4BHF.BLFSͷ&TUJNBUPSʹΑΔGJUؔΛ༻͢ΔࣄͰɺϞσϧͷ࡞ɺ4BHF.BLFSͷ τϨʔχϯάδϣϒʹอଘɺ4ʹNPEFMUBSH[ͱ͍͏ϑΝΠϧ໊Ͱอଘ͕ಉ࣌ʹ࣮ࢪ͞ΕΔ TMSGJU 9 Z ϞσϧΛ"1*Խͱͯ͠ެ։ 4BHF.BLFSͷϞσϧʹอଘ͞ΕΔ ҾͰΠϯελϯελΠϓΛࢦఆ TMSEFQMPZ JOJUJBM@JOTUBODF@DPVOU JOTUBODF@UZQFNMNYMBSHF
4BHF.BLFSΛͬͨ 8FCΞϓϦͷ࡞
SageMakerΛͬͨWebΞϓϦͷ࡞ खॱهࣄ IUUQTCJUMZ%.21 ʢ$-*ίϚϯυଟ༻ͷҝɺهࣄӾཡͱ ࡞ۀಉ͡Ͱߦ͏ࣄΛਪ͠·͢ʣ
ऴΘΓ ϋϯζΦϯऴྃʂ ͓ർΕ༷Ͱͨ͠ʂ