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AWS/GCPͰ࢝ΊΔ εϞʔϧελʔτੜ੒AIೖ໳ Introduction to AI-based application development. Gunma.web 2024.10.19 ff i Tsubasa SEKIGUCHI

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TinyKitten Freelance frontend engineer

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Tsubasa SEKIGUCHI ౎಺Λڌ఺ͱ͢Δ܈അݝલڮࢢग़਎ ϑϦʔϥϯεϑϩϯτΤϯυΤϯδχΞ ͖ͬͨΜͱݺ͹Ε͍ͯ·͢

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೥ͿΓʹ໊ࢗͷσβΠϯΛߋ৽͠·ͨ͠

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NFCλά͕͋Γ·͢ ࠓண༻͍ͯ͠Δ໊ࡳͷ֓Ͷதԝ෦෼ʹNFCλάΛຒΊࠐΜͰ͍·͢ɻ ձ৔ࢀՃͷํ͸NFCରԠεϚϗͰੋඇ͓ࢼ͍ͩ͘͠͞ɻ

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TrainLCD ೔ຊશࠃͷమಓ࿏ઢͰ࢖͑Δ ৽ײ֮ͷφϏήʔγϣϯΞϓϦͰ͢ɻ

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Smart StackରԠ ޷ධ഑৴த

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TrainLCDͷݪܕதͷݪܕͷΞϓϦʹؔͯ͠ͷηογϣϯΛͨ͠ࡍͷ഑৴͕YouTubeʹ͋Γ·͢

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ࠓճͷ୊ࡐ Google Vertex AI vs AWS Bedrock ੜ੒AIͷൺֱ

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Vertex AIͱ͸ GCPαʔϏεͷҰ෦ Google͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮGoogle Cloud PlatformʯΛߏ੒͢ΔػೳͷҰͭ ࣗࣾͷੜ੒AI GeminiΛ౥ࡌ Gemini͸Google͕։ൃͨ͠ੜ੒ܕAIνϟοτϘοτ Vetex AI Studioͱ͍͏ػೳͰੜ੒AIΛνϡʔχϯάՄೳ ςΩετͷ຋༁ɺը૾ͷੜ੒ɺԻ੠ͷม׵ɾ߹੒ͷαϯϓϧ͋Γ Model GardenͰج൫ϞσϧΛ୳͢͜ͱ΋Մೳ

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Vertex AIͱ͸ GCPαʔϏεͷҰ෦ Google͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮGoogle Cloud PlatformʯΛߏ੒͢ΔػೳͷҰͭ ࣗࣾͷੜ੒AI GeminiΛ౥ࡌ Gemini͸Google͕։ൃͨ͠ੜ੒ܕAIνϟοτϘοτ Vetex AI Studioͱ͍͏ػೳͰੜ੒AIΛνϡʔχϯάՄೳ ςΩετͷ຋༁ɺը૾ͷੜ੒ɺԻ੠ͷม׵ɾ߹੒ͷαϯϓϧ͋Γ Model GardenͰج൫ϞσϧΛ୳͢͜ͱ΋Մೳ هࣄੜ੒ͷαϯϓϧ

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AWS Bedrockͱ͸ AWSαʔϏεͷҰ෦ Amazonࣾؔ࿈اۀ͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮAmazon Web ServicesʯΛߏ੒͢ΔػೳͷҰͭ ༷ʑͳج൫Ϟσϧ͔Βબ΂Δ େख AI اۀ͕ఏڙ͢Δ͞·͟·ͳߴੑೳج൫Ϟσϧʹ؆୯ʹΞΫηεͰ͖Δ બ୒͢ΔϞσϧʹؔΘΒͣ୯ҰͷAPIͱͯ͠࢖༻Ͱ͖ΔͷͰɺ ࠷খݶͷίʔυมߋͰ࠷৽ͷϞσϧόʔδϣϯʹΞοϓάϨʔυՄೳ

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AWS Bedrockͱ͸ AWSαʔϏεͷҰ෦ Amazonࣾؔ࿈اۀ͕ఏڙ͢ΔΫϥ΢υαʔϏε ʮAmazon Web ServicesʯΛߏ੒͢ΔػೳͷҰͭ ༷ʑͳج൫Ϟσϧ͔Βબ΂Δ େख AI اۀ͕ఏڙ͢Δ͞·͟·ͳߴੑೳج൫Ϟσϧʹ؆୯ʹΞΫηεͰ͖Δ બ୒͢ΔϞσϧʹؔΘΒͣ୯ҰͷAPIͱͯ͠࢖༻Ͱ͖ΔͷͰɺ ࠷খݶͷίʔυมߋͰ࠷৽ͷϞσϧόʔδϣϯʹΞοϓάϨʔυՄೳ

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ͱ͜ΖͰ ςΩετੜ੒AI΁ͷ໋ྩํ๏ ϓϩϯϓτʢલఏ৚݅ʣΛઌʹڭ͓͍͑ͯͯɺ Ϣʔβʔ͔Βೖྗ͞ΕͨςΩετʹରͯ͠ฦ౴͢Δ ͨͱ͑͹ɺ͋ͳͨ͸܈അݝிͰߦΘΕΔษڧձΠϕϯ τͷελοϑͰ͢ɻ ࢀՃऀͷํͷ࣭໰ʹΠϕϯτͷझࢫʹԊͬͨҊ಺Λߦ ͳ͍ͬͯͩ͘͞ɻ લఏͱͯ͠ඞཁͳ৚݅͸Լهͷ௨ΓͰ͢ ʜ ϓϩϯϓτͷྫ

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૯ධ Vertex AI vs Bedrock ݸਓ։ൃϨϕϧͷੜ੒AIΛ࡞Γ͍ͨͱ͍͏લఏͰ͸ɺ Vertex AI͕͓͢͢ΊͰ͢ɻ Bedrock͸༷ʑͳAIج൫ϞσϧΛબ୒Ͱ͖Δ͜ͱ͸ࣄ࣮Ͱ͕͢ɺ ֤ʑͷج൫ϞσϧΛ࢖༻͢Δࡍʹ͸ਃ੥͕ඞཁͳΑ͏Ͱ͢ɻ ͦ΋ͦ΋ج൫Ϟσϧ͕ෳ਺ඞཁʹͳΔ͜ͱ͸͋·Γͳ͍ͱࢥ͍·͕͢ɻɻɻ

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͝ਗ਼ௌ͋Γ͕ͱ͏͍͟͝·ͨ͠ʂ Thank you for listening! Gunma.web 2024.10.19 ff i Tsubasa SEKIGUCHI