Amazon SageMaker で scikit-learn モデルを動かす

by Hacarus Inc.

Embed

Start on current slide

Slide 1

Slide 1 text

"NB[PO4BHF.BLFS Ͱ TDJLJUMFBSOϞσϧΛಈ͔͢ ೥݄೔ ͸ΜͳΓ 1ZUIPO !΢Οϯάεژ౎

Slide 2

Slide 2 text

છాوࢤ !ULTNE • גࣜձࣾϋΧϧε औక໾$50 • 1ZUIPOྺ ೥ • .BDIJOF-FBSOJOH.FFUVQ,"/4"* ্ཱͪ͛ • IUUQTNMNLBOTBJDPOOQBTTDPN

Slide 3

Slide 3 text

ࠓޙͷొஃ༧ఆ • 1Z$PO NJOJ0TBLB • ౔ !େࡕ • "844VNNJU0TBLB • ਫ !େࡕ

Slide 4

Slide 4 text

ϝϯόʔઈࢍืूதʂ • σʔλɾαΠΤϯςΟετ • ϔϧεέΞɾ࢈ۀܥͷ࣌ܥྻσʔλ΍ը૾ղੳΛ͍ͨ͠ • ϋʔυ΢ΣΞɾΤϯδχΞ • ػցֶशΞϧΰϦζϜΛ '1("ʹ࣮૷ͯ͠ര଎Խ͍ͨ͠ • IUUQTXXXXBOUFEMZDPNDPNQBOJFTIBDBSVT

Slide 5

Slide 5 text

ຊ೔ͷΰʔϧ "NB[PO4BHF.BLFS Ͱࣗ෼ͷ ޷͖ͳΞϧΰϦζϜΛಈ͔͢ํ๏Λ஌Δ

Slide 6

Slide 6 text

"NB[PO4BHF.BLFS ͱ͸ • ϑϧϚωʔδυͷ /PUFCPPLΠϯελϯε • ֶशϞσϧΛαʔόϨεͰ )551"1*Խ • όʔδϣϯ؅ཧ΍ "#ςετ

Slide 7

Slide 7 text

"NB[PO4BHF.BLFS ͱ͸ ଓ • ౦ژϦʔδϣϯ͸·ͩ • FVXFTUVTFBTUVTFBTUVTXFTU • ՝ۚͷํࣜ • ϊʔτϒοΫɺτϨʔχϯάɺϗεςΟϯά • ετϨʔδͱσʔλॲཧྔ

Slide 8

Slide 8 text

ΞʔΩςΫνϟ IUUQTEPDTBXTBNB[PODPNTBHFNBLFSMBUFTUEHIPXJUXPSLTIPTUJOHIUNM

Slide 9

Slide 9 text

4BHF.BLFS ͷخ͍͠ͱ͜Ζ • αʔό؅ཧͳ͠ʹϞσϧΛ "1*Խ • Ϟσϧͷ؅ཧɾσϓϩΠͷఆࣜԽ • εΩϧηοτͷڥքʹ͋Θͤͨϓϩηεઃܭ

Slide 10

Slide 10 text

Ϟσϧ࣮૷ͷࡾͭͷํ๏ • "84ఏڙͷΞϧΰϦζϜΛ࢖͏ • 5FOTPS'MPX΍ "QBDIF.9/FU ͳͲΛ࢖͏ • ࣗ෼ͷ޷͖ͳΞϧΰϦζϜΛ࣋ͪࠐΜͰ࢖͏

Slide 11

Slide 11 text

࣋ͪࠐΈͷϝϦοτɾσϝϦοτ • ϝϦοτ • ͲΜͳϑϨʔϜϫʔΫɾݴޠ΋ 0, • σϝϦοτ • /PUFCPPLΠϯελϯε͸΄΅࢖Θͳ͍ • %PDLFS ؀ڥͷߏஙͷඞཁ͋Γ

Slide 12

Slide 12 text

࡞Δ΂͖΋ͷ • %PDLFSGJMF • ֶशͱਪ࿦ͰผΠϝʔδʹ෼͚Δ͜ͱ΋Մೳ • USBJOεΫϦϓτ ֶश༻ • TFSWFεΫϦϓτ ਪ࿦༻

Slide 13

Slide 13 text

%PDLFSGJMF • εΫϦϓτ࣮ߦʹඞཁͳ؀ڥΛ੔͑Δ • ݴޠ؀ڥɺґଘϥΠϒϥϦͳͲ • USBJOɺTFSWFεΫϦϓτΛίϐʔ • ্هεΫϦϓτʹ 1"5)Λ௨͢

Slide 14

Slide 14 text

USBJO • ࣮૷ͷྲྀΕ • τϨʔχϯάσʔλͷಡΈࠐΈ • ֶशͷ࣮ࢪ • Ϟσϧͷอଘ • σʔλαΠΤϯςΟετͷ୲౰ൣғ

Slide 15

Slide 15 text

TFSWF • ࣮૷ͷྲྀΕ • ϙʔτͰ )551Λ଴ͪड͚Δ • JOWPDBUJPOTͱ QJOHΛ࣮૷ • ϞσϧΛಡΈࠐΉ • ύϥϝʔλΛॲཧ͠ɺਪ࿦Λ࣮ߦ͠ɺϨεϙϯεΛฦ͢ • ػցֶशΤϯδχΞͷ୲౰ൣғ

Slide 16

Slide 16 text

΍Δ΂͖͜ͱ • %PDLFSΠϝʔδΛ &$3΁ొ࿥ • 4BHF.BLFS ্ͰֶशΛ࣮ߦ • 4BHF.BLFS ্Ͱਪ࿦Λ࣮ߦ

Slide 17

Slide 17 text

&$3΁ͷొ࿥ • %PDLFS)VC͸αϙʔτ͞Εͯͳ͍ • "NB[PO4BHF.BLFS ͱಉ͡Ϧʔδϣϯ

Slide 18

Slide 18 text

4BHF.BLFS ্ͰֶशΛ࣮ߦ • +PCͷ࡞੒ • ֶश༻Πϝʔδͷ &$3ͷϦϙδτϦΛࢦఆ • σʔλͷ 4ࢦఆ • PQUNMJOQVUEBUBʹల։ • Ϟσϧͷग़ྗઌͷ 4ࢦఆ • PQUNMNPEFMͷ಺༰͕อଘ

Slide 19

Slide 19 text

4BHF.BLFS ্Ͱਪ࿦Λ࣮ߦ • .PEFMͷ࡞੒ • ਪ࿦༻Πϝʔδͷ &$3ͷϦϙδτϦΛࢦఆ • &OEQPJOU$POGJHVSBUJPO&OEQPJOUͷ࡞੒ • /PUFCPPLΠϯελϯε΍ BXTDMJ Ͱݺͼग़͠ • )5514Λͦͷ··͸ୟ͚ͳ͍

Slide 20

Slide 20 text

·ͱΊ

Slide 21

Slide 21 text

"NB[PO4BHF.BLFS ͱ͸ • ࣗ෼ͷ޷͖ͳΞϧΰϦζϜΛಈ͔ͤΔ • ϞσϧΛ "1* ͱͯ͠ެ։Ͱ͖Δ • ΤϯδχΞͱσʔλαΠΤϯςΟετ͕͍͍ײ ͡ʹ໾ׂ෼୲Ͱ͖Δ • ࠓ೔ͷσϞ͸ˠ IUUQTHJUJPWQR0&

Slide 22

Slide 22 text

1Z$PO 1) ͪΐ͍Ϩϙ • ౔ ɺ ೔ ϚχϥͰ։࠵ • ӡӦ͔Βൃද·Ͱશͯӳޠ • .-ؔ࿈ͷ࿩୊͕ਓؾ IUUQTUFDIIBDBSVTDPNKBQZDPOQI

Slide 23

Slide 23 text

উखʹ ࣍ʑճ༧ࠂ • 1ZUIPOͰ͸͡ΊΔࣙॻֶश • ѹॖηϯγϯάʹ৮ΕΔ • TQNJNBHFͷ঺հ