JAWS-UG 愛媛第２０回勉強会資料 / amazon-sagemaker-demanabu-kikaigakushunokiso-and-tsukaikata

by Takahiro Kato

Slide 1

Slide 1 text

Amazon SageMakerͰֶͿ ػցֶशͷجૅͱ࢖͍ํ JAWS-UG ѪඤɿՃ౻ و޺

Slide 2

Slide 2 text

Agenda w ࣗݾ঺հ w ಺༰ͷઆ໌ w ػցֶशͷجૅ ࠲ֶ w ػցֶशϋϯζΦϯ ϓϩάϥϜ࠲ֶ w 4BHF.BLFSΛ࢖ͬͨ8FCΞϓϦͷ࡞੒

Slide 3

Slide 3 text

ࣗݾ঺հ ໊લ Ճ౻و޺ ͔ͱ͏͔ͨͻΖ ࢓ࣄɿ Ѫඤݝ৽ډ඿ࢢࡏॅ ஍ݩͷձࣾͰάϧʔϓ಺̨̚*5ਪਐ ࠓ௥͔͚͍ͬͯΔ̞̩ٕज़ɿ "*ɺ*P5ɺ4FSWFSMFTT"SDIJUFDUVSF ࠓ௥͔͚͍ͬͯΔ"84αʔϏεɿ "84"*ܥαʔϏεશൠ

Slide 4

Slide 4 text

಺༰ͷઆ໌

Slide 5

Slide 5 text

಺༰ͷઆ໌ ࠓ೔ͷΰʔϧ w ػցֶशͷϞσϧ࡞੒Λମݧ w ػցֶशͷ࢓૊Έͷཧղ w σʔλαΠΤϯεͷମݧ w ػցֶशΛ׆༻ͨ͠8FCΞϓϦͷ࡞੒ w ϞσϧͷσϓϩΠΛମݧ w σϓϩΠͨ͠ϞσϧΛ8FCΞϓϦͰར༻

Slide 6

Slide 6 text

಺༰ͷઆ໌ ϋϯζΦϯͰ΍Βͳ͍ࣄ w ϓϩάϥϜͷৄ͍͠આ໌ w ػցֶशϓϩάϥϜͷ࡞੒ w TDJLJUMFBSO ػցֶशϥΠϒϥϦ Λ࢖༻

Slide 7

Slide 7 text

ػցֶशͷجૅ

Slide 8

Slide 8 text

ػցֶशͷجૅ ͸͡Ίʹ w ຊ಺༰ͷػցֶश㲈ػցֶश<ڭࢣ͋Γֶश> w ຊ಺༰ͷϞσϧʢܭࢉࣜʣͷྫ ⭕Θ͔Γ΍͢͞ ❎࣮ફత

Slide 9

Slide 9 text

ػցֶशͷجૅ "*͕Πϯϓοτ͔ΒΞ΢τϓοτΛࢉग़͢Δ࢓૊Έ ‎Ϟσϧ ܭࢉࣜ ʹΠϯϓοτͨ͠஋Λ୅ೖͯ͠ࢉग़ ྫɽ޻਺͔Βඅ༻Λࢉग़͢Δ"* "*ͷϞσϧɿZY Zඅ༻Y޻਺ ޻਺͕ͷ৔߹ <޻਺> <අ༻>

Slide 10

Slide 10 text

ػցֶशͷجૅ අ༻ Z Y ޻਺ ֶशσʔλ ϓϩοτਤ্ͷ఺ ͷ෇༩ ˞ֶशσʔλͱ͸Πϯϓοτ<޻਺>ͱΞ΢τϓοτ<අ༻>͕ηοτʹͳͬͨσʔλ

Slide 11

Slide 11 text

ػցֶशͷجૅ අ༻ Z Y ޻਺ Ծઆͷ࡞੒ ˞Ծઆͱ͸ΠϯϓοτͱΞ΢τϓοτͷؔ܎Λਪଌ͠ɺ਺ࣜͰදͨ͠΋ͷ

Slide 12

Slide 12 text

ػցֶशͷجૅ අ༻ Z Y ޻਺ ZY Ϟσϧͷ࠾༻ Ϟσϧͱֶशσʔλͷޡࠩͷτʔλϧ͕࠷΋খ͍͞ԾઆΛϞσϧʹ࠾༻

Slide 13

Slide 13 text

ػցֶशͷجૅ Ϟσϧ·ͱΊ w "*͕Πϯϓοτ˞ΛΞ΢τϓοτ˞ʹม׵͢Δ΋ͷ w ֶशσʔλͱΞϧΰϦζϜʹΑͬͯߏங͞ΕΔ΋ͷ w ਖ਼ମ͸਺ࣜ ˞ਓ͔Βͷ࣭໰ͳͲ ˞ਓ͔Βͷ࣭໰ʹର͢Δ౴͑ͳͲ

Slide 14

Slide 14 text

ػցֶशϋϯζΦϯ

Slide 15

Slide 15 text

ػցֶशϋϯζΦϯ ϋϯζΦϯͰ࢖༻͢Δ΋ͷ w ࣮ߦ؀ڥ w +VQZUFS/PUFCPPLPO4BHF.BLFS w ػցֶश༻ͷσʔλ w TDJLJUMFBSOͷνϡʔτϦΞϧσʔλ

Slide 16

Slide 16 text

ػցֶशϋϯζΦϯ w "NB[PO4BHF.BLFSͱ͸ ։ൃऀͷҝͷϚωʔδυͳػցֶशαʔϏε w ϞσϧͷσϓϩΠ΍ఆظֶशδϣϒͷ࣮ߦͳͲΠϯϑϥΤ ϯδχΞ޲͚ͷ"1*͋Γ w ͋ΒΏΔϑϨʔϜϫʔΫ΍ΞϧΰϦζϜ͕બ୒Մೳ ʢಠࣗͰ࡞ͬͨ΋ͷ΋%PDLFSίϯςφ͔Β࢖༻Մೳ w "NB[PO.-ΑΓ΋"*ͷ஌ࣝΛٻΊΒΕΔ w ΞϧΰϦζϜͷબఆ ઢܗճؼ -PHJTUJDճؼ FUD w ϑϨʔϜϫʔΫͷબఆ 5FOTPS'MPX .9/FU FUD

Slide 17

Slide 17 text

ػցֶशϋϯζΦϯ ϋϯζΦϯ༻σʔλͷϦϙδτϦ IUUQTCJUMZ3(3I4K ಡΈࠐΉϑΝΠϧ 3FHSFTTJPO #PTUPOIPVTFQSJDFT JQZOC

Slide 18

Slide 18 text

ػցֶशϋϯζΦϯ w ΦϯϓϨϛεͷ৔߹ ʲϞσϧͷެ։ʳ 8FC"1*ɺΤϯυϙΠϯτͷެ։ͳͲ ʲػցֶशͷ؀ڥߏஙʳ αʔόʔઃఆɺϛυϧ΢ΣΞ΍ϥΠϒϥϦͷΠϯετʔϧͳͲ ʲϞσϧͷ؀ڥߏஙʳ ϞσϧΛϢʔβʔ΍ଞͷΞϓϦ͔Β࢖༻Մೳͳঢ়ଶʹ͢Δ "1*αʔόʔͷߏஙɾઃఆɺϞσϧͷ"1*ͷ࣮૷ͳͲ ʲϞσϧͷ࡞੒ʳ σʔλͷલॲཧɺϞσϧͷֶशɾධՁͳͲ

Slide 19

Slide 19 text

ػցֶशϋϯζΦϯ w 4BHF.BLFSͷ৔߹ ʲϞσϧͷެ։ʳ 8FC"1*ɺΤϯυϙΠϯτͷެ։ͳͲ ʲϞσϧͷ࡞੒ʳ σʔλͷલॲཧɺϞσϧͷֶशɾධՁͳͲ

Slide 20

Slide 20 text

ػցֶशϋϯζΦϯ 4BHF.BLFSʹΑͬͯ࡞ۀ͕ܰݮ͞ΕΔΤϯδχΞ ɾΠϯϑϥΤϯδχΞ αʔόʔ΍ωοτϫʔΫͳͲͷߏஙɾอकͳͲ ɾ8FCΤϯδχΞ Ϟσϧ༻ͷ"1*࡞੒ͳͲ

Slide 21

Slide 21 text

ػցֶशϋϯζΦϯ 4BHF.BLFS"1*ͰָʹͳΔ࡞ۀ w Ϟσϧͷ࡞੒ͱσϓϩΠ FHίʔυྫ 4BHF.BLFSͷ&TUJNBUPSΛ࢖༻ɻ ΞϧΰϦζϜ͸4,-FBSOͷҾ਺ͷ1ZUIPOϑΝΠϧʹίʔσΟϯά GSPNTBHFNBLFSTLMFBSOFTUJNBUPSJNQPSU4,-FBSO TMS4,-FBSO FOUSZ@QPJOUTDJLJU@MFBSO@QSJDFQZ ʜ 4BHF.BLFSͷ&TUJNBUPSʹΑΔGJUؔ਺Λ࢖༻͢ΔࣄͰɺϞσϧͷ࡞੒ɺ4BHF.BLFSͷ τϨʔχϯάδϣϒʹอଘɺ4ʹNPEFMUBSH[ͱ͍͏ϑΝΠϧ໊Ͱอଘ͕ಉ࣌ʹ࣮ࢪ͞ΕΔ TMSGJU 9 Z ϞσϧΛ"1*Խͱͯ͠ެ։ 4BHF.BLFSͷϞσϧʹ΋อଘ͞ΕΔ Ҿ਺ͰΠϯελϯε਺΍λΠϓΛࢦఆ TMSEFQMPZ JOJUJBM@JOTUBODF@DPVOU JOTUBODF@UZQFNMNYMBSHF

Slide 22

Slide 22 text

4BHF.BLFSΛ࢖ͬͨ 8FCΞϓϦͷ࡞੒

Slide 23

Slide 23 text

SageMakerΛ࢖ͬͨWebΞϓϦͷ࡞੒ खॱهࣄ IUUQTCJUMZ%.21 ʢ$-*ίϚϯυଟ༻ͷҝɺهࣄӾཡͱ ࡞ۀ͸ಉ͡୺຤Ͱߦ͏ࣄΛਪ঑͠·͢ʣ

Slide 24

Slide 24 text

ऴΘΓ ϋϯζΦϯऴྃʂ ͓ർΕ༷Ͱͨ͠ʂ