JAWS-UG主催週刊AWSキャッチアップ生成AI編 2024/8/5週

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+"846(ओ࠵ िץ"84ΩϟονΞοϓ ੜ੒"*ฤ ि ΈͷΔΜ!NJOPSVO

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αʔϏεΞοϓσʔτ

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౦ژΛؚΉෳ਺ͷϦʔδϣϯͷ"NB[PO#FESPDLͰ $MBVEF4POOFUͱ$MBVEF)BJLV͕ར༻Մೳʹ "84ϒϩάΑΓ ౦ژϦʔδϣϯͷ"NB[PO#FESPDLͰ"OUISPQJD$MBVEF4POOFUͱɺ $MBVEF)BJLVΛ͝ར༻௖͚ΔΑ͏ʹͳΓ·ͨ͠ɻ $MBVEF4POOFU͸ΦϨΰϯɾϑϥϯΫϑϧτɾγϯΨϙʔϧͷϦʔδϣ ϯͰ΋ɺ$MBVEF)BJLV͸γϯΨϙʔϧϦʔδϣϯʹ΋ରԠ͍ͯ͠·͢ɻ

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౦ژΛؚΉෳ਺ͷϦʔδϣϯͷ"NB[PO#FESPDLͰ $MBVEF4POOFUͱ$MBVEF)BJLV͕ར༻Մೳʹ "84αϛοτ౦ژͰ ʮ݄ొ৔ʯͱ༧ࠂ͞Ε࿩୊ʹɻ ‎ແࣄɺ݄೔ʹϦϦʔε ͞Ε·ͨ͠👏

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ϩʔϯν௚ޙɺ·ͩ8IBU`T/FX΋ग़ͯͳ͍ͷʹ ૣே࣌ؒҎ಺ʹ೔ຊޠϒϩά͕݅ग़Δ😅

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ʮҰ൪ݡ͍ʯϞσϧͱʮҰ൪ίεύ͍͍ʯϞσϧ͕ ౦ژؚΊϦʔδϣϯʹొ৔ʂ $MBVEF ʢ࠷৽ʣ $MBVEF ύϫϑϧ όϥϯε ߴ଎҆Ձ $MBVEF 4POOFU $MBVEF )BJLV $MBVEF 0QVT $MBVEF 4POOFU ʢະొ৔ʣ ʢະొ৔ʣ $MBVEF *OTUBOU $MBVEF $MBVEF *OTUBOU

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࠷৽ͷ$MBVEF͸߹ܭϦʔδϣϯରԠ΁ɻ ߴෛՙ࣌ͷ෼ࢄઌ͕૿͑Δͷ΋خ͍͠ʂ όʔδχΞ๺෦ ΦϨΰϯ ϑϥϯΫϑϧτ ౦ژ γϯΨϙʔϧ ๺ถ Ϥʔϩού ΞδΞ ˞ਃ੥੍ʢ(BUFEʣ

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࠷৽ͷ$MBVEF͸߹ܭϦʔδϣϯରԠ΁ɻ ߴෛՙ࣌ͷ෼ࢄઌ͕૿͑Δͷ΋خ͍͠ʂ

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"NB[PO#FESPDLͰ "NB[PO5JUBO*NBHF(FOFSBUPSW͕ར༻Մೳʹ "84ϒϩάΑΓ "NB[PO5JUBO*NBHF(FOFSBUPSW͕#FESPDLͰར༻Ͱ͖ΔΑ͏ʹͳΓ· ͨ͠ɻ͜ͷϞσϧ͸ը૾ௐ੔΍എܠͷআڈͳͲͷػೳΛఏڙ͢Δ৽͍͠ը૾ ੜ੒ϞσϧͰ͢ɻը૾ௐ੔ػೳΛར༻͢Δͱɺࣸਅͷͳ͔ͷਓ෺͸ͦͷ·· ʹɺഎܠ͚ͩΛࠩ͠ସ͑Δͱ͍ͬͨ࡞ۀΛ༰қʹ࣮ߦͰ͖·͢ɻ ϒϩάهࣄ΋ͥͻ͝ཡ͍ͩ͘͞ɻ"84ͷ$IJFG&WBOHFMJTUͷ+FGG#BSS΋9Ͱ ϞσϧΛ࢖ͬͯΈͨྫΛϙετ͍ͯ͠·͢ɻ ݱ࣌఺Ͱ͸όʔδχΞͱΦϨΰϯͷϦʔδϣϯͰ͝ར༻௖͚·͢ɻ

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"NB[PO#FESPDLͰ "NB[PO5JUBO*NBHF(FOFSBUPSW͕ར༻Մೳʹ ݩը૾ BOPMENBOJOBTDIPPMCVT

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"NB[PO#FESPDLͰ "NB[PO5JUBO*NBHF(FOFSBUPSW͕ར༻Մೳʹ ݩը૾ BTJUUJOHNBOJTMBVHIJOH JOGSPOUPGGBNPVTUFNQMFJO+BQBO

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"NB[PO#FESPDLͰ "NB[PO5JUBO*NBHF(FOFSBUPSW͕ར༻Մೳʹ ී௨ͷը૾ੜ੒΋ ΘΓͱ͍͍ײ͡ʁ

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"NB[PO3FETIJGU.-Ͱ"NB[PO4BHF.BLFS+VNQ4UBSUͰ ىಈͨ͠େن໛ݴޠϞσϧΛγʔϜϨεʹݺͼग़͠Մೳʹ "84ϒϩάΑΓ "NB[PO3FETIJGU.-͸ɺ42-Λར༻ͯ͠ػցֶशϞσϧͷ࡞੒΍σϓϩΠ ͕ՄೳͳػೳͰ͢ɻ ࠓճɺ"NB[PO4BHF.BLFS+VNQ4UBSUͰىಈͨ͠τϨʔχϯάࡁΈͷେن ໛ݴޠϞσϧ --. Λ؆୯ʹݺͼग़ͤΔΑ͏ʹͳΓ·ͨ͠ɻ ͜ΕʹΑͬͯ3FETIJGUʹ֨ೲ͞Εͨσʔλʹର͢Δཁ໿΍ɺΤϯςΟςΟந ग़Λ42-ͰγʔϜϨεʹ࣮ߦͰ͖ΔΑ͏ʹͳΓɺ%8)ʹੜ੒"*ͷςΫϊϩ δʔΛద༻͢Δ͜ͱ͕༰қʹͳΓ·ͨ͠ɻ

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ͦ΋ͦ΋3FETIJGU.-ͬͯԿ͚ͩͬʁ "NB[PO3FETIJGU σʔλ෼ੳ༻ͷ %8)αʔϏε 3FETIJGU.- ஷΊͨσʔλͱ42-Ͱ ϞσϧΛ։ൃͰ͖Δ

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"NB[PO3FETIJGU.-Ͱ"NB[PO4BHF.BLFS+VNQ4UBSUͰ ىಈͨ͠େن໛ݴޠϞσϧΛγʔϜϨεʹݺͼग़͠Մೳʹ 3FETIJGU.- 4BHF.BLFS+VNQ4UBSU ৭Μͳ.-ϞσϧΛબΜͰ ؆୯ʹσϓϩΠɾϗετͰ͖Δ

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"NB[PO$MPVE8BUDI"QQMJDBUJPO4JHOBMT͕ "NB[PO#FESPDLΛαϙʔτ "84ϒϩάΑΓ ͋Β͔͡Ίઃఆͨ͠αʔϏεϨϕϧ໨ඪ 4-0 ʹج͍ͮͯΞϓϦέʔγϣϯ ͷࣗಈܭଌ΍ӡ༻Λ༰қʹ͢ΔαʔϏε͕"NB[PO$MPVE8BUDI "QQMJDBUJPO4JHOBMTͰ͢ɻ ࠓճͷΞοϓσʔτͰɺ"NB[PO#FESPDL͕αϙʔτ͞Εɺ#FESPDLͰಈ࡞ ͢Δج൫ϞσϧΛ૊ΈࠐΜͩੜ੒"*ΞϓϦέʔγϣϯʹ͍ͭͯ΋૯߹తͳΞ ϓϦέʔγϣϯϞχλϦϯά͕ՄೳʹͳΓ·ͨ͠ɻ

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4JHOBMTͱ͸ɺ$MPVE8BUDIͷ৽ػೳɻ "1.ˍPZΛେ෯ڧԽ͢Δػೳ܈ ʢ࣮ଶ͸0UFMࣗಈܭ૷ˍϚωʔδυͳՄࢹԽαʔϏεʣ αʔϏεϚοϓ ͳΜͱ4-0΋ʂ

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͜ͷ4JHOBMTʹ#FESPDL͕ରԠʂ ͪΐͬͱ-BOH4NJUIͬΆ͘ͳ͖ͬͯͨʁ

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"NB[PO"VSPSB1PTUHSF42-Ͱ QHWFDUPSΛαϙʔτ "84ϒϩάΑΓ 1PTUHSF42-ޓ׵ͷ"NB[PO"VSPSBͰQHWFDUPSΛ͝ར༻௖͚ΔΑ͏ ʹͳΓ·ͨ͠ɻ QHWFDUPSΛར༻͢Δͱɺ"VSPSB1PTUHSF42-Λੜ੒"*ΞϓϦέʔγϣϯͰ සൟʹར༻͞ΕΔϕΫτϧݕࡧ͕ՄೳʹͳΓ·͢ɻ QHWFDUPS͸1PTUHSF42- Ҏ্ͷ όʔδϣϯͰ͝ར༻௖͚·͢ɻ

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"NB[PO"VSPSB1PTUHSF42-Ͱ QHWFDUPSΛαϙʔτ ͷ ৽ػೳ ൒ਫ਼౓ϕΫτϧɺ൒ਫ਼౓ΠϯσοΫεʹରԠ όΠφϦϕΫτϧόΠφϦྔࢠԽɺόΠφϦΠϯσοΫεʹରԠ ૄϕΫτϧʹରԠ αϒϕΫτϧͷΠϯσοΫεԽʹରԠ

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"NB[PO"VSPSB1PTUHSF42-Ͱ QHWFDUPSΛαϙʔτ ·ͭ͞Μͷϒϩά͕ ௒෼͔Γ΍͍͢

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χϡʔε

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גࣜձࣾΦζϏδϣϯ༷ɺ#FESPDLͱ"VSPSBΛ׆༻͠ ϙΠϯτର৅޿ࠂͷݕࡧػೳΛ࣮ݱ "84ϒϩάΑΓ גࣜձࣾΦζϏδϣϯ༷͸ɺ೔ຊ࠷େڃͷϙΠϯτϞʔϧʮϋϐλεʯΛӡ ༻͍ͯ͠·͢ɻϋϐλεͰ͸ɺ਺͋ΔϙΠϯτର৅޿ࠂ͔ΒαʔϏε΍঎඼ Λ୳͢ࡍͷݕࡧਫ਼౓ʹ՝୊͕͋ΓɺϢʔβ͕ٻΊ͍ͯͳ͍ݕࡧ݁Ռ͕දࣔ͞ ΕΔ͜ͱͰίϯόʔδϣϯϨʔτͷ௿Լʹͭͳ͕͍ͬͯ·ͨ͠ɻ ͜ΕΛղܾ͢ΔͨΊʹɺ"NB[PO#FESPDLͱ"NB[PO"VSPSBʹΑΔηϚϯ ςΟοΫαʔνػೳΛಋೖ͠·ͨ͠ɻݕࡧର৅Λ&NCFEEJOHTϞσϧͰϕΫ τϧԽ͠"VSPSBʹ֨ೲ͢Δ͜ͱͰɺݕࡧΩʔϫʔυʹରͯ͠ΑΓྨࣅ౓ͷߴ ͍݁ՌΛఏࣔͰ͖ΔΑ͏ʹͳͬͨͱͷ͜ͱͰ͢ɻΦζϏδϣϯ༷ͷςοΫϒ ϩά΋ͥͻ͝ཡ͍ͩ͘͞ɻ

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גࣜձࣾ೔ຊ੡߯ॴ༷ɺथࢷػց޲͚ͷ ࣾ಺จॻݕࡧཁ໿γεςϜΛૉૣ͘։ൃ "84ϒϩάΑΓ גࣜձࣾ೔ຊ੡߯ॴ༷͸ɺथࢷػցͷ੡଄ൢചࣄۀΛల։͓ͯ͠ΓɺΞϑλʔαʔϏεͱ͠ ͯނো౳͕ൃੜͨ͠෦඼ͷϝϯςφϯε΍ަ׵αʔϏεΛߦ͍ͬͯ·͢ɻ ೥͔Βফ໣෦඼Λࡏݿ͢Δ͜ͱͰೲظ୹ॖΛ࣮ݱ͠·͕ͨ͠ɺͦΕʹΑͬͯΞϑλʔ αʔϏεରԠ݅਺΍໰͍߹Θͤۀ຿ෛՙͷ૿Ճͱ͍͏৽ͨͳ՝୊͕ੜ·Ε·ͨ͠ɻ͜ΕΛड ͚ͯɺۀ຿ෛՙܰݮͷͨΊʹ੡඼৘ใݕࡧͷޮ཰Խͱ໰͍߹Θͤճ౴Ҋͷࣗಈੜ੒ʹऔΓ૊ Ήࣄʹ͠·ͨ͠ɻ ͜ͷγεςϜ͸"NB[PO#FESPDLͱ"NB[PO,FOESBΛओཁίϯϙʔωϯτͱͱ͓ͯ͠Γɺ ϚωʔδυαʔϏεΛ׆༻͢Δ͜ͱͰ໊ͷମ੍Ͱϲ݄ͷ୹ظؒͰ։ൃ׬ྃʹࢸ͍ͬͯ· ͢ɻࠓޙ͸ۀ຿ෛՙܰݮޮՌͷଌఆΛܧଓ͢Δͱͱ΋ʹɺݕࡧର৅ͱ͢ΔυΩϡϝϯτͷ֦ େͱଞࣄۀ΁ͷల։Λݕ౼தͱͷ͜ͱͰ͢ɻ

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ϒϩάهࣄ ʮੜ੒"*࣌୅ͷϝσΟΧϧίϯςϯπ࡞੒ʯΛެ։ "84ϒϩάΑΓ ϔϧεέΞɾϥΠϑαΠΤϯεۀք͸ଞۀքͱ͸ҟͳΔن੍͕ద༻͞ΕΔ͜ ͱ͕͋Γ·͕͢ɺ͜ͷ෼໺Ͱ΋ੜ੒"*ͷ׆༻ʹ஫໨͕ू·͍ͬͯ·͢ɻ ͜ͷϒϩάهࣄͰ͸ɺେن໛ݴޠϞσϧ --. Λ׆༻ͨ࣬͠ױܒൃͷͨΊͷ ϚʔέςΟϯάίϯςϯπͷ࡞੒ʹ͍ͭͯղઆ͍ͯ͠·͢ɻ

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ϒϩάهࣄʮίϯςΩετ΢Οϯυ΢ ΦʔόʔϑϩʔͱͦͷରࡦʯΛެ։ "84ϒϩάΑΓ ίϯςΩετ΢Οϯυ΢ͱ͸ɺੜ੒"*Ϟσϧ͕༩͑ΒΕͨ࣌ؒ౰ͨΓʹॲཧ Ͱ͖Δ৘ใྔΛܾఆ͢ΔཁૉͰ͢ɻ ݕࡧ֦ுੜ੒ 3"( Ͱ͸େྔͷ৘ใΛॲཧ͢Δඞཁ͕ੜ·ΕΔ͜ͱ͕͋Γɺ Ϟσϧ͕ڐ༰Ͱ͖ΔίϯςΩετ΢Οϯυ΢ʹ৘ใྔ͕ऩ·Βͣɺ͜Εʹ Αͬͯਖ਼֬ͰҰ؏ੑͷ͋ΔԠ౴Λੜ੒Ͱ͖ͳ͘ͳΔ͜ͱ͕͋Γ·͢ɻ ͜ͷهࣄͰ͸͜͏͍ͬͨϦεΫʹରԠ͠ɺੜ੒"*ΞϓϦέʔγϣϯͷ҆શੑ ΛߴΊΔํ๏Λઆ໌͍ͯ͠·͢ɻ

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ϒϩάهࣄʮίϯςΩετ΢Οϯυ΢ ΦʔόʔϑϩʔͱͦͷରࡦʯΛެ։ ਪ঑ࣄ߲ τʔΫϯΛ੍ݶ͢Δ ೖྗόϦσʔγϣϯΛऔΓೖΕΔ --.ͷετϦʔϛϯάΛ༗ޮʹ͢Δ --.ͱϓϩϯϓτϑΟϧλʔΛϞχλϦϯά͢Δ

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͓·͚

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དྷिਫ༵னɺ$MPVE8BUDIͷೖ໳ษڧձ΍Γ·͢ʂ

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Ҿ༻ɾࢀߟจݙ • िץੜ੒"*XJUI"84rि c"NB[PO8FC4FSWJDFTϒϩά IUUQTBXTBNB[PODPNKQCMPHTOFXTXFFLMZHFOBJ