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GovernNodeใงใฎใใณใใซใฎๆฟ่ชๆใซใใใชใใทใฅๅ
ใฎAutomationใๆๅฎใใๆนๆณ
GovernNodeใงใใณใใซใๆฟ่ชใใฆใใAutomationNodeใซใใใญใคใใใจใใใใญใผใๆง็ฏใใฆใใพใใใAutomationNodeใ่คๆฐ็ฐๅขใๅญๅจใใๅ ดๅใซๅถๅพกใใใใจใฏๅฏ่ฝใงใใใใ๏ผ ไพใจใใพใใฆใDesignNodeใAutomationNode1ใAutomationNode2ใจใใ็ฐๅขใใใใDesignNodeใงไฝๆใใใใณใใซใAutomationNode1ใซใใใชใใทใฅใใใใจใชใฃใๅ ดๅใซใใใใชใใทใฅใฎๆฟ่ชใGovernNodeใง่กใใพใใใใใใชใใทใฅๅ
ใฎๅฏพ่ฑกใAutomationNode1ใ ใใซ้ๅฎใใ่ชคใฃใฆAutomationNode2ใซใใใชใใทใฅใงใใชใใใใซใใใใใจใใใฎใไปๅใฎ่ฆๆใซใชใใพใใ
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Space ownerใๅ็ตใใๅ ดๅใฎใในใใใฉใฏใใฃใน
Space ownerใฏspace_administratorใฐใซใผใใซๆๅฑใใฆใใฆใใฐใซใผใใใๅคใใใจใใใฆใผใถใผใจใใฆๅ้คใใใใจใใงใใชใ่ช่ญใงใใ ใใฎใใใชDataiku Cloudๅ
จไฝใซใขใฏใปในๆจฉ้ใๆใค็นๆจฉใฆใผใถใฏ้็จไธๅ็ตๆฑใใซใใฆใ็ฐๅขใ็ ดๅฃใใชใใใใช้็จใซใใใใจ่ใใฆใใใพใใ ไธ่จ่ธใพใใฆ2็นๆใใฆใใ ใใใ ใปSpace ownerใ้็จไธๅฉ็จใใชใ๏ผๅ็ตใใ๏ผๅ ดๅใฏใฉใฎใใใชๆฏ้ใๅบใใจๆณๅฎใใใใงใใใใใSpaceโฆ
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Automation NodeใซใใใCode Envใซใคใใฆ
Automation NodeใซใฆใCode Envใๆฐ่ฆไฝๆใใใใจใใใจใๆทปไปใฎใใใช่ญฆๅใ่กจ็คบใใใพใใ DataikuใฎๆจๅฅจใงใฏDesign NodeใฎCode Envใใใฎใพใพๆต็จใใใใจใๆจๅฅจใใใฆใใใจ่ช่ญใใใฎใงใใใAutomation NodeใงCode Envใๆๅไฝๆใใใใใญใคใใใใญใธใงใฏใ็ญใซ็ดใฅใใใใจใฏใงใใชใใฎใงใใใใใ ๅบๆฌ็ใซใฏๆจๅฅจใฎๆนๅผใงๅ้กใชใใจใฏ่ใใฆใใพใใใDeployerใซใใConnection RemappingใฎใใใซใCode EnvใฎRemappingๆฉ่ฝใฏใใใพใใงใใใใใ ไปใซใAutomationโฆ
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GovernNodeใซใใใBlueprintใจใใฎใใผใธใงใณใฎๅใๅใใซใคใใฆ
GovernNodeใง็นๅฎใฎใใญใธใงใฏใใใใณใใซใGovern็ถๆ
ใซใใใใจใใใจไปฅไธใฎใใฉใผใ ใ่กจ็คบใใใพใใใใฎไธญใฎ๏ผ๏ผProject templateใซใคใใฆใBlueprint Designerใง่จญๅฎใใใใผใธใงใณใ่กจ็คบใใใพใใ่ช่ญใใฃใฆใพใใงใใใใ๏ผ ไธ่จใฎ่ช่ญใใใฃใฆใใๅ ดๅใBlueprint DesignerใฎใฉใฎBlueprintใ้ธๆใใใฆใใใใฎใงใใใใ๏ผใพใใBlueprintใฎๅคๆดใฏๅฏ่ฝใงใใใใ๏ผ Blueprintใจใใฎใใผใธใงใณใซใใใๅใๅใใใใใใใใชใใฎใงใใๅญใใฎๆนใฏใๆๆใใใ ใใพใใจๅนธใใงใใ [ๅผ็จ]โฆ
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What ifใฎใOptimize outconeใๆฉ่ฝใซใคใใฆ
AutoMLใฎResult็ป้ขใงWhat ifใใใใใใฎไธญใง็ตๆใฎๆ้ฉๅใจใใฆใใOptimize outconeใใจใใๆฉ่ฝใใใใพใใใใใกใใซใคใใฆ3ใค่ณชๅใใใใใๅ็ญใใใ ใใใจใฏๅฏ่ฝใงใใใใ๏ผ โ ใOptimize outcomeใๆฉ่ฝใงใฏใๆๅฎใใๆข็ดข้ ๅใใใฉใฎใใใซๆ้ฉๅคใๆข็ดขใใฆใใใใ โกใOptimize outcomeใใๅฎ่กใใ้ใซใ่จ็ฎใใใใPlausibilityใใ95๏ผ
ใฏไฝใ็คบใใฆใใใฎใใใพใไฝใๆ นๆ ใซ่จ็ฎใใฆใใใใ โขๅๅคๆฐใฎmin max่จญๅฎใๅคๆฟ้ ๅใซ่จญๅฎใใๅ ดๅใ่จ็ฎใงใใใใใใฎๆใฎไบๆธฌ็ฒพๅบฆใใPlausibilityใใง็ขบ่ชใงใใใใ ใใใใใ้กใใใใใพใใ
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ใทใใชใชใฎReportersใฎๆไฝใญใฐ
ReportesใฎๆไฝใญใฐใAudit logsใใๅๅพใใใใจใใฆใใพใใๅฏ่ฝใงใใใใใ ใพใใใใฎๅ ดๅใฏใกใใปใผใธใซใฉใฎใใใชใญใผใฏใผใใๅซใพใใใงใใใใใ Reportersใๅฉ็จใใใจ็คพๅคใฎใกใผใซใขใใฌในใๅฎๅ
ใซใงใใฆใใพใใใใDataikuๅ
้จใฎๆ
ๅ ฑใชใฉใๅค้จใซ่ปข้ใงใใฆใใพใใใใปใญใฅใชใใฃ้ขใๆฐใซใใฆใใพใใใญใฐใ่ฟฝ่ทกใใใใจใงๅค้จ้็ฅใใใใใๆค็ฅใใใใใซReportersใฎๆไฝใญใฐใ็ขบ่ชใใใใจ่ใใฆใใพใใ
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Dataiku Cloud ใซใใใ Launchpad ใฎใญใฐใคใณ๏ผใญใฐใขใฆใใญใฐๅๅพๅฏๅฆใซใคใใฆ
Dataiku Cloud ใฎๅฉ็จใญใฐใซใคใใฆ่ณชๅใใใฆใใ ใใใ ็พๅจใDesign Node ใ Automation Node ใซใคใใฆใฏใAudit Logs๏ผcustomer audit logs๏ผใ้ใใฆ ใฆใผใถใผใฎใญใฐใคใณ๏ผใญใฐใขใฆใใชใฉใฎๆไฝๅฑฅๆญดใๅๅพใงใใใใจใ็ขบ่ชใใฆใใพใใ ไธๆนใงใDataiku Cloud ใฎ Launchpad ใธใฎใขใฏใปใน๏ผใญใฐใคใณ๏ผใญใฐใขใฆใ๏ผใซใคใใฆใใ ๅๆงใซใญใฐใจใใฆๅๅพใใใใจ่ใใฆใใพใใ ๆ่ฟใฎใขใใใใผใ็ญใซใใใ Launchpad ใธใฎใญใฐใคใณ๏ผใญใฐใขใฆใๅฑฅๆญดใ Audit Logs ใใๅๅพๅฏ่ฝใซใชใฃใฆใใใ ใใๅๅพๅฏ่ฝใชๅ ดๅใใฉใฎ Audit Logโฆ
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AWS BedrockใงClaude 4.5 Haikuใ้ธๆใใ้ใซใจใฉใผ
่กจ้กใฎไปถใซ้ขใใฆใ็ธ่ซใใใฆใใใ ใใใใงใใ DataikuใซใฆLLMใๅฉ็จใใใใAWS BedrockใงๆไพใใใฆใใClaude 4.5 Haikuใ้ธๆใใๆฅ็ถๆค่จผใ่กใใพใใใ ใใใจใไปฅไธใฎใจใฉใผใกใใปใผใธใ่กจ็คบใใใพใใใ The provided model identifier is invalid. (Service: BedrockRuntime, Status Code: 400, Request ID: 199515cc-e7f4-4c1f-b116-d4b4b474eade) (SDK Attempt Count: 1) Logs may contain additional informationโฆ
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Cloud Resources Usage Monitoring ใใใทใฅใใผใใงใRoot path of the dataset does not existใ๏ผใกใใชใฏใน็จ dataset ใฏใ
ไปฅไธใฎใใญใฅใกใณใใๅ่ใซใCloud Resources Usage Monitoring ใฎใใใทใฅใใผใใๅฉ็จใใใใจใใฆใใพใใ https://knowledge.dataiku.com/latest/cloud-quotas-compute/reference-elastic-ai-compute-capacity.html ็ถๆณใจใใฆใCloud Resources Usage Monitoring ใฎใใญใธใงใฏใใฏๅญๅจใใฆใใพใใใใใใทใฅใใผใใ้ใใจๅ Insight ใงใใผใฟใ่กจ็คบใใใใไปฅไธใฎใจใฉใผใๅบใพใใ Root path of the dataset does not existโฆ
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ใคใณในใฟใณในใปใฏใผใฏในใใผในใใพใใใ ใณใฉใใฌใผใทใงใณใซใคใใฆ
ๆ่ฟDataikuใฆใผใถใผใฎใตใใผใใซ้ขใใใใจใซใชใใพใใใใพใ ใพใ ๅใใใชใใใจใๅคใใใใฃใใใจใใ่ณชๅใซใชใฃใฆใใพใใพใใใใๅใใใฎๆนใใใใใๆใใใ ใใใ ใฆใผใถใผใPC๏ผ1ๅฐใฎใชใณใใฌใตใผใใผ๏ผใซDataikuใใคใณในใใผใซใใMLOpsใๅฎ็พใใใใจใใฆใใพใใไฝๆฅญใจใใฆใฏใใใใถใคใณใใผใใใงใใญใผใฎๆง็ฏใๆฉๆขฐๅญฆ็ฟใฎใขใใซใฅใใใใใใใใใ่ชๅๅใใผใใใใAPIใใผใใใซใใใญใคใใฆใในใฑใธใฅใผใซๅฎ่กใๅค้จใจใฎใชใขใซใฟใคใ ้ฃๆบใใใใใใใใจใซใชใใใจๆใใพใใใใใฆใDataiku Cloudใฎๅ ดๅใใใใใใฎใใผใใฏๅใใใฆใใใๅฅใ
ใฎใชใฝใผในใงๅฎ่กใใใใจ่ช่ญใใพใใใโฆ
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SAML่ช่จผๆใฎSPใกใฟใใผใฟๅๅพๆนๆณใซใคใใฆ
AWS็Dataikuใซ้ขใใฆใSAML่ช่จผใฎๅฎ่ฃ
ใ่ฉฆใฟใฆใใใพใใ IdPใฎใตใใผใใซๅใๅใใใใจใใใSP๏ผDataiku๏ผใฎEntity IDๅใณACS URLใๅฟ
่ฆใจใฎๅ็ญใใใใ ใใพใใใ ใใใใฎๆ
ๅ ฑใฏใฉใฎใใใซๅๅพใใใใจใๅฏ่ฝใงใใใใ๏ผ ไปฅไธใใใใใ้กใใใใใพใใ Dataiku version used: 14
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Dataiku Cloudใซใใใใใใฏใขใใใๅพฉๆงใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ Dataiku CloudใซใใใฆใใคใณใใฉๅจใใฎใใใฏใขใใใๅพฉๆงใฏDataikuๅดใๅฏพๅฟใใฆใใใ่ช่ญใงใใ ใใฎๅฏพ่ฑกใฎ็ฏๅฒใฏใฉใใพใงใซใชใใพใใงใใใใใใพใใใใใฏใขใใใฎไฟ็ฎกๆ้็ญใซใคใใฆใใๆ็คบใใใ ใใพใใจๅนธใใงใใ ใใใใใ้กใใใใใพใใ
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Dataiku Cloudใซใใใๅใใผใใฎใปใใใขใใ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ Dataiku CloudใซใใใฆๅNode้ใงใฎๆฅ็ถใใใใใใฎ่จญๅฎใใปใใใขใใ็ญใฏใใใพใใงใใใใใ Cloud StackใซใใใฆใฏAdministoratorใใๆฅ็ถๅ
ใฎNodeใฎURL็ญใ่จญๅฎใใพใใใDataiku CloudใฏLaunchpadไธใง็ฎก็ใใใใใใใใใฃใใปใใใขใใใฏไธ่ฆใงใใใใใ
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ใใผใฟใปใใใฎEmbeddingใงไฝๆใใใใฌใใธใใณใฏใฎใใผใฟๆฝๅบๆใฎใกใฟใใผใฟๅใฎๅ็ใใฃใซใฟใชใณใฐใซใคใใฆ
ๅนด้ฝขใๆงๅฅใชใฉใฎใกใฟใใผใฟๅใจ่ช็ฑ่จ่ฟฐๆฌๅใๆใคใใผใฟใปใใใซๅฏพใใฆEmbeddingใฌใทใใๅฎ่กใใใใฌใใธใใณใฏใไฝๆใใพใใใใใฎ้ใใกใฟใใผใฟๅใซๅนด้ฝขใๆงๅฅๅใ่จญๅฎใใฆใใพใใ ใใฎใใฌใใธใใณใฏใซๅฏพใใฆKnowledge Bank Search toolใๅฉ็จใใใใธใฅใขใซใจใผใธใงใณใใใใใผใฟๆฝๅบใใใใจใใฆใใพใใใใฎ้ใใกใฟใใผใฟๅใงๅ็ใชใใฃใซใฟใชใณใฐใใใใใฎใงใใใๅฏ่ฝใงใใใใใ Knowledge Bank Search tool็ป้ขใฎAllow dynamic filtering้
็ฎใซใใงใใฏใใใใจใงๅฏ่ฝใ ใจ่ใใฆใใใฎใงใใใใใพใใใใพใใใๅฏพ่ฑกๅใฎmeaningใBag ofโฆ
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ใฐใซใผใใฌใทใใฎใๆๅใใฎๅไฝใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ใฐใซใผใใฌใทใใง้่จๆนๆณใซใๆๅใใ้ธๆใใๅ ดๅใใใฎใฐใซใผใใญใผๅไฝใงๆๅใซๅบใฆใใๅคใๅๅพใใใจ่ช่ญใใฆใใพใใ ใใฎไธฆใณ้ ใฏใใฐใซใผใใฌใทใใฎไธญใงๆฑบใพใฃใฆใใใฎใงใใใใ๏ผ ใฐใซใผใใฌใทใใซ็ดๅใซใฝใผใใฌใทใใงไธฆใณๆฟใใๅ ดๅใฏใใใฎ้ ็ชใซๆบๆ ใใฆๅๅพใงใใใฎใงใใใใ
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Dataiku Cloud ใซใใใ AWS S3 ๅใ Private Endpoint๏ผPrivateLink / VPCE๏ผใฎๆๅนๅๆนๆณใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ็พๅจใDataiku Cloud ใใ Amazon S3 ใธ AWS PrivateLink๏ผVPC Endpoint๏ผใๅฉ็จใใฆๆฅ็ถใใๆงๆใๆค่จใใฆใใพใใ ใใใใPrivate Endpoint ใฎ่ฟฝๅ ็ป้ขใซใใใฆ Service name ใฎๆๅฎๆนๆณใง่ฉฐใพใฃใฆใใใๆญฃใใๆๅนๅๆ้ ใซใคใใฆใๆ็คบใใใ ใใใ่ณชๅใใใใพใใ ๅๆๆกไปถ Dataiku CloudใAmazon S3 ใจใใซ ap-northeast-1๏ผๆฑไบฌใชใผใธใงใณ๏ผ ๅไธใชใผใธใงใณใงใใใใใ้ๅธธใฏ PrivateLink ใๅฉ็จใใใจใ้ไฟกๅฏ่ฝใงใใใใจใฏ็่งฃใใฆใใพใ ใใ ใไปๅใฏโฆ
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filesystem_managedใ็ฆๆญขใใใฆใใฆใผใถใซใใใฆใๅญฆ็ฟใใญใธใงใฏใใใคใณในใใผใซใใๆนๆณ
่กจ้กใฎไปถใซ้ขใใฆใ็ธ่ซใใใฆใใใ ใใใใงใใ DataikuใฆใผใถใใใDataiku ๅญฆ็ฟAcademyใฎใฏใคใใฏในใฟใผใใ้ฒใใฆใใใจใใใใใญใธใงใฏใใฎใคใณในใใผใซใฎ้ใซใจใฉใผใ็บ็ใใใจใฎใ้ฃ็ตกใใใใ ใใพใใใ ใจใฉใผๅ
ๅฎนใจใใฆใฏใfilesystem_managedใใๅฉ็จไธๅฏใจใชใฃใฆใใใใใจใฎใใจใงใใ ใใฎใใใซใใใญใธใงใฏใใฎใคใณในใใผใซใฎ้ใซ็นๅฎใฎใใผใฟใฝใผในใๅฉ็จใงใใชใๅ ดๅใซใ ๅคงไฝใฎใใผใฟใฝใผในใๅฉ็จใใใชใฉใงใจใฉใผใๅ้ฟใใใคใณในใใผใซใ่กใใใจใฏๅฏ่ฝใงใใใใ๏ผ ไปฅไธใใใใใ้กใใใใใพใใ Dataiku version used: 14
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Agent HubใงAgentๅฉ็จใๅๆใซใฆใผใถใผใฎใใกใคใซใขใใใญใผใใๆฑใใในใใใฉใฏใใฃในใฏ๏ผ
Dataikuใณใใฅใใใฃใฎ็ใใพ Agent Hubใฎ้็จใซใคใใฆ่ณชๅใงใใ ๅๆ Agentใฎๅฉ็จใๅๆใจใใAgent Hubใๆง็ฏใใฆใใพใใ ใฆใผใถใผใ่ณชๅๆใซใใกใคใซใใขใใใญใผใใใฆใใใฎๅ
ๅฎนใAgentใๅฉ็จใใฆๅ็ญใใใใใชใฆใผในใฑใผในใๆณๅฎใใฆใใพใใ ใใใใAgent HubใฎUpload in conversationใไฝฟใใจใๆทปไปๅพใซAgentใๅฉ็จใใใใMain LLMใฎใฟใๅ็ญใใๆๅใซใชใใฑใผในใใใใAgentใจไฝต็จใใๆนๆณใๆค่จใใฆใใพใใ ่ณชๅ Agentๅฉ็จใๅๆใจใใๅ ดๅใใฆใผใถใผใใขใใใญใผใใใใใกใคใซใAgentใซไฝฟใใใใใใฎใในใใใฉใฏใใฃในใฏไฝใงใใใใ๏ผโฆ
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Dataiku CloudใฎGroups, UsersใซใใใType๏ผLocal๏ผใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ๆฒ้กใฎไปถใซใคใใพใใฆใไปฅไธใใญใฅใกใณใใLaunchpadไธใฎ"Filter by: User Type"ใฎ้
็ฎใใGroupsใUsersใซใฏTypeใจใใใใฉใกใผใฟใใใใฎใงใฏใชใใใจ่ใใฆใใพใใ ใใกใใฏไฝๆๆใซ่จญๅฎใใใใใช้
็ฎใงใฏใชใใจๆใฃใฆใใใฎใงใใใไฝๆๆใซ่ชๅใง่จญๅฎใใใใใฎใงใใใใใใพใใLocalไปฅๅคใซใฉใใชTypeใใใฃใฆใใใใซใใฃใฆไฝใ็ฐใชใฃใฆใใใฎใใใๆ็คบใใใ ใใใใงใใ ใใ่จ่ผใใใฆใใใใญใฅใกใณใใใใใฐใใใกใใๅ
ฑๆใใใ ใใใใงใใ ใๅฟใใใจใใๆใๅ
ฅใใพใใใใ็ขบ่ชใฎใปใฉใใใใใ้กใใใใใพใใโฆ
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Dataiku Cloud ใจ Snowflake ใ Private Endpoint ใงๆฅ็ถใใ้ใDataiku Cloud ใฎ Account ID ใฎๅฟ
่ฆๆง
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ็พๅจใDataiku Cloud๏ผSaaS๏ผใจ Snowflake ใ Private Endpoint๏ผPrivateLink๏ผ็ต็ฑใงๆฅ็ถใใๆงๆใๆค่จใใฆใใพใใ Snowflake ๅดใง Private Endpoint ใฎ่จญๅฎใ้ฒใใไธญใงใ ใๆฅ็ถๅ
ใตใผใในใฎ Account ID๏ผAWS Account ID ใชใฉ๏ผใใๅฟ
่ฆใซใชใใฑใผในใใใใฎใใซใคใใฆ็ขบ่ชใใใใ่ณชๅใใใใพใใใ ่ณชๅโ Dataiku Cloud ใจ Snowflake ใ Private Endpoint ใงๆฅ็ถใใๅ ดๅใ Dataiku Cloud ๅดใฎ Account ID๏ผAWS Account IDโฆ
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AWS PrivateLink Endpoint ใฎ้ฉ็จ็ฏๅฒใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ Dataiku Cloud ใซใใใ AWS PrivateLink ใฎใจใณใใใคใณใ่จญๅฎใซใคใใฆ่ณชๅใใใใพใใ ็พๅจ็ขบ่ชใงใใ PrivateLink ใฎ่จญๅฎ็ฎๆใฏใ [Settings] โ [Advanced Settings] โ [AWS PrivateLink Endpoint] ใซใใ้
็ฎใ ใจ่ช่ญใใฆใใพใใ ใใกใใง่จญๅฎใใ AWS PrivateLink Endpoint ใฏใS3ใปSnowflakeใปAWSใฎEC2ไธใง็จผๅใใฆใใGitLab ใชใฉใใในใฆใฎใตใผใในใงๅ
ฑ้ใฎ่จญๅฎใซใชใใฎใงใใใใ๏ผ ใๆ็คบใใใ ใใพใใจๅนธใใงใใ Dataiku version used: Dataikuโฆ
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DataikuใตใใผใใซใใPrivate Linkๆไพใฎใชใผใใฟใคใ ใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ๆฒ้กใฎไปถใซใคใใพใใฆใPrivate Linkใๆไพใใใ ใใฎใซใฉใฎ็จๅบฆใฎใชใผใใฟใคใ ใใใใฃใฆใใใฎใงใใใใใ
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IP Allowlistๆฉ่ฝใซใคใใฆใฎใ่ณชๅ
Dataiku Cloud็ใไฝฟ็จใใฆใใใIP Allowlistใๆกๅผตๆฉ่ฝใจใใฆใฆใผใถใผใDataikuใซใขใฏใปในใใIPใๅถ้ใใใใจๆใใพใใใใใฎ้ใซๆฅ็ถใใๅฟ
่ฆใฎใใใใผใฟใใผในใฎIPใ่จญๅฎใใๅฟ
่ฆใฏใใใพใใงใใใใ๏ผ ใใผใฟใใผในใซใฏSnowflakeใไฝฟ็จใใฆใใใพใใ https://knowledge.dataiku.com/latest/cloud-security/how-to-ip-addresses.html
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PASHA Holding: Transforming HR Analytics With Dataiku
PASHA Holding redefined HR data analytics and reporting with Dataiku, enabling real-time insights, faster and more efficient reporting, the introduction of predictive analytics, and more. 60x Faster HR report generation 10+ Companies Visibility into employee turnover powered by data integration across said companies 150+โฆ
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ใใญใธใงใฏใใฎใจใฏในใใผใใจใคใณใใผใใซใคใใฆ
่กจ้กใซใคใใฆ่ณชๅใใใฆใใ ใใใ ๅฅใ
ใฎDataiku็ฐๅขใงใใญใธใงใฏใใ็งป่กใใใใจใใพใใใใConnectionใฎ็จฎ้กใ้ใใใใงใใพใใใงใใใ ๅฅใ
ใฎ็ฐๅขใงใใญใธใงใฏใใใจใฏในใใผใใใคใณใใผใใใ้ใฏConnectionใฎ็จฎ้กใๅฎๅ
จใซไธ่ดใใใชใใใฐใใคใณใใผใใใใงใใชใใจใใ็่งฃใงใใใงใใใใใ Connectionใฎ็จฎ้กใ็ฐใชใฃใฆใใฆใใคใณใใผใ่ชไฝใฏใงใใฆใใใญใธใงใฏใๅ
ใฎUIใงConnectionใ็ทจ้ใใใจใใฃใไปๆงใฏ็พๅจใฎใจใใใชใใจใใ็่งฃใงใใใงใใใใใ ๅ
ทไฝ็ใช็ถๆณใจใใฆใฏไปฅไธใซใชใใพใใ ็ฐๅขใฏใฉใกใใDataiku Cloud Stacksใงใใ Dataiku Cloud Stackโฆ
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ใใผใใฃใทใงใณใซใคใใฆ
Dataikuใฎใใผใใฃใทใงใณๆฉ่ฝใๅฉ็จใใ้ใซใใใกใคใซใใผในใฎๅ ดๅใฏใใผใใฃใทใงใณใใจใซใใกใคใซๅๅฒใใใพใใใDBใซๅฏพใใฆใใผใใฃใทใงใณๆฉ่ฝใๅฉ็จใใ้ใฏใใใผใฟใฎๆใกๆนใใคใณใใใฏในใฎ่จญๅฎใชใฉDBๅดใซๅคๆดใฏๅ ใใใใใฎใงใใใใใ ใพใใใใผใใฃใทใงใณใๅฉ็จใใๅฉ็นใจใใฆๅฆ็ๅฏพ่ฑกใฎใฌใณใผใใใใฃใซใฟใชใณใฐใใใใจใงๅฆ็ใฎ้ซ้ๅใๅณใใใใจใๆใใใใใจๆใใพใใใDBใSnowflakeใซใใๅ ดๅใซใฏSnowflakeๅดใงใใคใฏใญใใผใใฃใทใงใณใไฝๆใใฆใใใใใใใผใใฃใทใงใณใฏไธ่ฆใจใใ่ช่ญใงใใๆญฃใใใงใใใใใ ๅฆ็ใฎ้ซ้ๅไปฅๅคใฎใใผใใฃใทใงใณๅฉ็จใซ้ขใใใกใชใใใใใใฐใๆ็คบใใ ใใใ
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Sumitomo Rubber: Optimizing Manufacturing With Automation & AI
Sumitomo Rubber Industries transformed a core manufacturing process through Dataiku's automation, enhancing efficiency, product quality, and decision-making. Hours Saved with improved efficiency 80% Of product sizes showed enhanced consistency with the AI-optimized process Sumitomo Rubber Industries, Ltd., a prominentโฆ
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Dataiku CloudStack็ใซใใใๅnodeใฎ่ชๅ่ตทๅใปๅๆญขใซใคใใฆ
่กจ้กใซใคใใฆ่ณชๅใใใฆใใ ใใใใฏใฉใฆใใฏAWSใๆณๅฎใใฆใใพใใ Fleet Managerใงใฏ่ชๅ่ตทๅใปๅๆญขใฎๆฉ่ฝใใชใใใใ AWSๅดใฎEventBridge็ญใฎในใฑใธใฅใผใฉใงๅถๅพกใใๅฟ
่ฆใใใ็่งฃใงใใ ReprovisionใฎใใณใซIPใๅคๆดใใใ โ Dataiku Community ใใใงใไบ็น็ขบ่ชใใใฆไธใใใ - DesignNode็ญใฎ่ฉฒๅฝใฎEC2ใAWSๅดใงๅๆญขใป่ตทๅใใ้ใซใOS่ตทๅใจใจใใซๆญฃใใใใญใปในใ็ซใกไธใใใฎใใฉใใ็ญใๅใใผใใซๅฝฑ้ฟใฏใชใใงใใใใใ - Fleet Managerๅดใใ่ฆใฆใๆดๅๆงใฎใจใใ็ถๆ
ใ็ถญๆใงใใพใใงใใใใใ ๅๆญฉ็ใช่ณชๅใงๆ็ธฎใงใใใใ็ญใใใใ ใใพใใจๅนธใใงใใ
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Dataiku ใขใใชใฑใผใทใงใณใใถใคใใผๅฉ็จๆใฎใใญใธใงใฏใ้็จใในใใใฉใฏใใฃในใซใคใใฆ
ใใใซใกใฏใDataiku ใฎใขใใชใฑใผใทใงใณใใถใคใใผใไฝฟใฃใใใญใธใงใฏใ้็จใซใคใใฆ่ณชๅใใใฆใใ ใใใ ใขใใชใฑใผใทใงใณใใถใคใณใงไฝๆใใใขใใชใฏใๅ
ใจใชใ้ๅธธใใญใธใงใฏใใจใฏๅฅใใญใธใงใฏใใจใใฆไฝใใใ่ช่ญใงใใใใญใธใงใฏใใญใผใๆฐใใซๆๅฎใใๅฟ
่ฆใใใใพใใ ใใฎๅ ดๅใใใญใผใซๅคๆดใๅ
ฅใฃใใจใใซใฏใ ๅ
ใฎ้ๅธธใใญใธใงใฏใ ใขใใชใฑใผใทใงใณใจใใฆๅ
ฌ้ใใใใญใธใงใฏใ ใฎไธกๆนใไฟฎๆญฃใใๅฟ
่ฆใๅบใฆใใใจๆใใพใใ ใใฎ็นใซใคใใฆใใฟใชใใใใฉใฎใใใซ้็จใใใฆใใใใใในใใใฉใฏใใฃในใใใใใใฎใใๆนใใใใฐๆใใฆใใ ใใใ ็นใซใๆฌกใฎ 2 ็นใซใคใใฆ็ฅใใใใงใใ ใขใใช โ ้ๅธธใใญใธใงใฏใใธใฎ้ๅคๆใฏๅฏ่ฝใ๏ผโฆ
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Snowflake CortexใฎClaude Opus 4.5ใฎ้ฃๆบๅฏ่ฝๆๆใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ Snowflake CortexใงใClaude Opus 4.5ใใๅฉ็จๅฏ่ฝใซใชใใพใใใใ Dataikuใจใฎ้ฃๆบใซใใๅใขใใซใไฝฟ็จใงใใใใใซใชใๆๆใซใคใใฆใใๆ็คบใใใ ใใพใใงใใใใใ ใพใใDataikuๅดใงๆฐใใใขใใซใจใฎ้ฃๆบ็ถๆณใๆดๆฐใใใ้ใฎใขใใใใผใๆ
ๅ ฑใชใฉใใใฉใใง็ขบ่ชใงใใใใซใคใใฆใไฝตใใฆใๆ็คบใใใ ใใพใใจๅนธใใงใใ ใใใใใ้กใใใใใพใใ
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Automationใใผใใใใญใคๆใฎใใญใธใงใฏใใฎ้ฒ่ฆงๆจฉ้ใซใคใใฆ
ใใญใธใงใฏใใใจใซSecurityใใ้ฒ่ฆงใป็ทจ้ๆจฉ้ใชใฉใ่จญๅฎใงใใใใจๆใใพใใใDesignใใผใใงไฝๆใใใใญใธใงใฏใใAutomationใใผใใซใใใญใคใใ้ใซใAutomationใใผใใฎใใญใธใงใฏใใDesignใใผใๅดใง่จญๅฎใใๆจฉ้ใๅผใ็ถใใใใใฎใชใฎใใๅญใใฎๆนใฏใใพใใงใใใใ๏ผ
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Cloud Stacksใๅฉ็จใใใใใญใคใซใใใๅฟ
่ฆใชIAMใใชใทใผใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ็พๅจใDataikuใ็คพๅ
ใฎAWS็ฐๅขไธใซใใใญใคใใใใจใใฆใใพใใ ใพใใฏFree Editionใง่ฉฆ็จใใคใคใๆ็จๆงใ็ขบ่ชใงใใใฐๆๅ็็งป่กใๆค่จใใฆใใใพใใฆใ ๆกๅผตๆงใ้ใฟใAMIใฎๅฉ็จใงใฏใชใใCloud Stacksใงใฎใใใญใคใๆณๅฎใใฆใใใพใใ Dataiku Cloud Stacks for AWSใฎใใใญใคใกใณใใฌใคใใๅ็
งใใใจใใใ ๅๆๆกไปถ๏ผPrerequisites๏ผใซ "You need to have administrative access to an existing AWS subscription"ใจ่จ่ผใใใใพใใใโฆ
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ๅบๅๅ
ใฎๅคๆดใซไผดใใ็ตๅใฎๅ้ธๆๆใซใๆๅใง้ธๆใใซ่จญๅฎใใฆใใๆใฎๆๅใซใคใใฆ
Designใใผใใงใใจใใจไฝๆใใฆใใใใญใธใงใฏใใซใซใฉใ ใ่ฟฝๅ ใใ็ถๆ
ใงใAutomationใใผใใซใใใญใค๏ผๅคๆดๅใฎใใญใธใงใฏใใฏใใใญใคใใฆใใใฎใงใๆดๆฐ๏ผใใ้ใซใ็ตๅใฌใทใใฎๅ้ธๆใๆๅใง้ธๆใฎ็ฎๆใง่ฟฝๅ ใใใซใฉใ ใฎใใงใใฏใใฏใใใฆใใพใใจใใไบ่ฑกใ็บ็ใใฆใใใพใใ SnowflakeใฎใใผใฟใไฝฟใฃใฆใใใDesignใใผใ,Automationใใผใใงๅบๅๅ
ใฎDatabase ใ็ฐใชใใฎใงใใใใใฎใใใชใฑใผในใฎๆใซใใงใใฏใๅคใใชใ่จญๅฎๆนๆณใซใคใใฆใฉใชใใใๅญใใงใใใใ๏ผ
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SQL Query Toolใไฝฟ็จใใ้ใฎLLMใซใคใใฆ
SQL Query Toolใไฝฟ็จใใฆใใใผใฟใปใใใฎใฌใณใผใๆฐใ่ฟใใใใชใจใผใธใงใณใใไฝๆใใฆใใพใใ SQL Query Toolใงไฝฟ็จใใLLMใใGemini 2.0 Flashใใซ่จญๅฎใใๅ ดๅใฏๅ้กใชใใฌใณใผใๆฐใ่ฟใใพใใใ ใใใใSnowflake CortexใฎใClaude 3.5 Sonnetใใไฝฟ็จใใๅ ดๅใฏใSQLใฏใจใชใ่ฟใใฎใฟใงSQLใฏใจใชใฏใใผใซใฎไฝใใใฎ็็ฑใงๅฎ่กใงใใชใใจ่ฟ็ญใใใพใใ GeminiใจClaude 3.5 SonnetใฉใกใใSQL ConnectionใจDatasets to queryใฎ่จญๅฎใฏๅใใซใใฆใใพใใ SQL Query Toolใไฝฟ็จใใ้ใฎLLMใซใฏๅถ้ใชใฉใฏใใใพใใ๏ผ
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PartitionใงใขใใซไฝๆๆใฎEvaluate Storeใฎไฝๆใซใคใใฆ
Partitionใ่กใฃใฆใขใใซใไฝๆใใๅ ดๅใEvaluate Storeใไฝๆใใใใจใฏใงใใชใใฎใงใใใใใใฏ็พ็ถใงใฎไปๆงใงใใใใ๏ผ ใพใใEvaluate Storeใจๅๆงใฎ็ตๆใPartitionใขใใซไฝๆๆใงใๅบใใใๅ ดๅใฏPythonใฌใทใใไฝฟใๅฟ
่ฆใใใใพใใงใใใใ๏ผ
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Dataikuใขใซใใใผใซ็ป้ฒใใใฆใใใกใผใซใขใใฌในๅคๆด
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ่กจ่จใฎ้ใใกใผใซใขใใฌในใซใคใใฆใงใใใ ็พๅจ็ป้ฒๆธใฟใฎใกใผใซใขใใฌในใใๅฅใฎใฎใกใผใซใขใใฌในใธๅคๆดใฏๅฏ่ฝใงใใใใ๏ผ ใพใใๅคๆดใๅฏ่ฝใชๅ ดๅๆนๆณใใๆๆใใ ใใ ใๆๆฐใใใใใใพใใใใใใใ้กใใใใใพใใ
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webappไธใงใฎDjangoใ็จใใ้็บใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใไปฅไธใฎ่ณชๅใใใใพใใฆใใ็ญใใใใ ใใชใใงใใใใ๏ผ ใปwebappไธใงใDjangoใ็จใใฆ้็บใ่กใใใจใฏๅฏ่ฝใงใใใใใ ใปใใๅฏ่ฝใชๅ ดๅใๆจๅฅจใใใๆ้ ใๅ่ใจใชใๅ
ฌๅผใใญใฅใกใณใใใใฅใผใใชใขใซใชใฉใใใใใพใใใใๆ็คบใใใ ใใชใใงใใใใใ ใๅฟใใใจใใๅคงๅคๆ็ธฎใงใใใใฉใใใใใใใ้กใใใใใพใใ
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SnowflakeCortexใ็จใใใจใผใธใงใณใใฎ่ช่จผๅฝขๅผใใๆฉ่ฝใฎๅถ้ใซใคใใฆ
Snowflakeใฎใณใใฏใทใงใณ่จญๅฎใซใใใฆใUser/PasswordใฎๅฝขๅผใซใใฆใใใจSnowflakeCortexใฎ่จญๅฎ็ป้ขใงไปฅไธใฎใใใชใกใใปใผใธใ่กจ็คบใใใใจๆใใพใใ The connection 'hoge' is configured with the 'User/Password' authentication method. This is not compatible with the Snowflake Cortex REST API. Models will be queried using SQL, therefore streaming and tools will not be supported.โฆ
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Jupyter Notebook ไธใง Dataiku ใฎ็ฎก็ใใฉใซใใซๆธใ่พผใฟใ่กใ
Dataikuใฎ็ฎก็ใใฉใซใใซ Jupyter Notebook ไธใงใใกใคใซๆธใ่พผใฟใ่กใใใจใใใจใใ ไปฅไธใฎใจใฉใผใ็บ็ใใพใใใ DirectoryMissingPermissions: The 'workdir' directory 'file:///XXXX' does not have required permissions (read, write and execute required). Adjust directory permissions or specify a different directory with the necessary permissions. The error is causedโฆ
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Feature Importanceใฎ่กจ็คบๆฐๅถ้ใซใคใใฆ
ใขใใซๅญฆ็ฟๅพใ็นๅพด้้่ฆๅบฆใ่ฆใ้ใๅญฆ็ฟใซไฝฟใฃใ็นๅพด้ใFeature Importanceใง่กจ็คบใใใชใใใจใใใใฎใงใใใใใกใใฏ่กจ็คบๆฐใชใฉๅถ้ใใใใฎใงใใใใ๏ผใพใใใในใฆใฎ็นๅพด้ใฎ้่ฆๅบฆใ่กจ็คบใใใใจใฏๅฏ่ฝใงใใใใ๏ผ
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ไบๆธฌ็ตๆใจ็ขบ็ใ่ฟ็ญใใไบๆธฌใจใผใธใงใณใใฎไฝใๆนใซใคใใฆ
ไบๆธฌใจใผใธใงใณใใฎไฝใๆนใซใคใใฆ๏ผ็นใ่ณชๅใงใใ โ ๆๅฎใใ่ชฌๆๅคๆฐใฎๆฐ ๅๅใช่ชฌๆๅคๆฐใฎๆฐใฎๅใฎๆกไปถใๆๅฎใใใซใไบๆธฌ็ตๆใ่ฟใฃใฆใใพใใใ ๅ
จ่ชฌๆๅคๆฐใๆๅฎใใใไบๆธฌใซๅฏพใใๅใๅใใใใงใใใจใใไบใงใใใใ๏ผ ๆฉๆขฐๅญฆ็ฟใฌใทใใซใฆ่ชฌๆๅคๆฐใฏ5ใคใใใฎใงใ๏ผใคใใใใใฎๅคใๆๅฎใใฆ่ณชๅใใชใใใฐไบๆธฌใงใใชใ่ช่ญใงใใใ ใงใใใ๏ผใคใฎ่ชฌๆๅคๆฐใฎใฟใฎๆๅฎใง่ฟ็ญใใใ็ถๆ
ใงใใใใฎใใใชไฝฟใๆนใงๅ้กใชใใใใงใใใใ๏ผ โกใขใใซใ็ฎๅบใใ็ขบ็ใ็ฅใใใๅ ดๅใฎๅฎ่ฃ
ๆณ ในใณใขใชใณใฐ็ตๆใฎใใผใฟใปใใใซSQL Query toolใใคใชใใไบๆธฌใขใใซใจใผใธใงใณใใธใพใจใใฆใใ็ถๆ
ใงใใโฆ
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webappsใซ้ขใใๅบๆฌ็ใช่ณชๅ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ็พๅจwebappsใงใขใใชใฑใผใทใงใณใไฝๆใใฆใใใฎใงใใใใใใคใ่ณชๅใใใๆ็จฟใใใฆใใใ ใใพใใ 1. web appไฝๆ็ป้ขใง่คๆฐใใกใคใซใไฝๆใใใๅ ดๅใใฉใฎใใใซใใใฐใใใงใใใใใใใใฉใซใใงใฏๆทปไปใฎใใใช็ทจ้็ป้ขใซใชใฃใฆใใใพใใฆใhtml, css, javascript, pythonใใใใใใซใคใ1ใใกใคใซใใไฝๆใใใใจใๅบๆฅใชใใจใใ็ถๆณใงใใ 2. ๅค้จใใกใคใซ (ไพใใฐใc++ใงไฝๆใใๅฎ่กๅฏ่ฝใชใใคใใชใใกใคใซใชใฉ) ใๅผใณๅบใใใๅ ดๅใใฉใใซใใกใคใซใ้
็ฝฎใใใฐใใใงใใใใใใพใใๅค้จใใกใคใซใใพใจใใฆใใฉใฐใคใณๅใใใใจใฏๅฏ่ฝใชใฎใงใใใใใโฆ
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ใใฅใผใใชใขใซ๏ฝใฌใใใณในใตใคใฏใซใซใคใใฆใใใณใใซใๆๅฆใใ้ใฎๆๅใซใคใใฆ
Govern Nodeใๆค่จผใฎใใใไปฅไธใฎใชใณใฏใฎใใฅใผใใชใขใซใๅ่ใซๆค่จผใใฆใพใใใ https://knowledge.dataiku.com/latest/mlops-o16n/govern/lifecycle/tutorial-index.html ไปฅไธใฎ็ฎๆใซใคใใฆใใฏใผใฏใใญใผใฎReviewใงๆ็ตๆฟ่ช่
ใRejectedใใๅ ดๅใDesignNodeไธใฎใใณใใซใ็ขบ่ชใใใจใใใๆฟ่ชใฎในใใผใฟในใRejectedใซใชใฃใฆใใใพใใใโฆ
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sql query toolใใชใใๆฉ่ฝใใชใใใใ็ธ่ซใใใฆใใ ใใ
ๆทปไป็ปๅใฎใใใซSQLใๅฎ่กใใใชใ็ถๆ
ใงใใไฝใๅ้กใซใชใฃใฆใใใใใๆ่ฆใใใ ใใใฐๅนธใใงใใ โผใใผใฟใปใใๅ
ๅฎนใจใกใฟใใผใฟ๏ผDescription๏ผ โผSQL Query toolใฎ่จญๅฎๅ
ๅฎน Operating system used: windows10
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AIใจใผใธใงใณใใซใใใใผใฟใฎๅฏ่ฆๅใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ AIใจใผใธใงใณใๆฉ่ฝใซใใใใใผใฟใปใใใฎๅฏ่ฆๅๆนๆณใซใคใใฆใ็ธ่ซใใใฆใใใ ใใใๅญใใพใใ AIใจใผใธใงใณใใๆดป็จใใฆไธ้ฃใฎใใผใฟๅๆไฝๆฅญใๅฎ่กใใใใจ่ใใฆใใใพใใใใใฎไธญใงๅฏ่ฆๅใ่กใๅ ดๅใAgent Toolsใฎใใใชๅฝขใงๅฏ่ฆๅๆฉ่ฝใฏๆไพใใใฆใใใฎใงใใใใใ ใใใใฏใๅฏ่ฆๅ็จใฎใณใผใใ็ๆใใใจใผใธใงใณใใ็จๆใใใใฎ็ตๆใ่กจ็คบใใๅฝขใซใชใใฎใงใใใใใ ใๆ็คบใใใ ใใพใใจๅนธใใงใใไฝๅใใใใใ้กใใใใใพใใ
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ใฌใทใ้ฉ็จๅพใฎใใผใฟใปใใใซๅฏพใใฆใในใใฌใผใธใฟใคใใๅคๆดใใใใฑใผในใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ ใใผใฟใปใใใซๅฏพใใฆใไฝใใใใฎใฌใทใ(prepareใVisualใชใฉ)ใ้ฉ็จใใๅ ดๅใซใในใใฌใผใธใฟใคใใๅคๆดใใใฆใใพใๅ้กใซใคใใฆ่ณชๅใใใใใพใใ ใใกใใใฌใทใใ้ฉ็จใใๅ ดๅใซใในใใฌใผใธใฟใคใใๅคๆดใใชใใใ่จญๅฎใใๆนๆณใชใฉใฏใใใใพใใใ ใพใใไปฅๅใฎในใใฌใผใธใฟใคใใ่จ้ฒใใฆใใๆนๆณใชใฉใใใฐใๆ็คบใใ ใใใ
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webappsใฎๆๅใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ โปใใญในใใใผในใงใฎ่ณชๅใจใใใฆใใ ใใใ ็พๅจใPluginใงwebappsใไฝๆใใฆใใพใใ body.html, app.js, backend.pyใงๅฎ็พฉใใฆใขใใชใฑใผใทใงใณใๅใใใฆใใพใใ backend.pyใงLangGraphใงใฏใผใฏใใญใผใๆง็ฏใใใใฎไธญใงAIใจใผใธใงใณใใๅผใณๅบใใๅฆ็ใ่กใฃใฆใใพใใ ใใญใณใใใ้ไฟกใใฆๅ็ญใ็ๆใใ็ตๆใ่ฟใใจใใไป็ตใฟใงใใ ใใใงไธ็น่ณชๅใใใฆใใ ใใใ ใใญใณใใใ้ไฟกใใใฎใฏใไธๅใซใใใใใใไฝๅบฆใbackend.pyใซใชใฏใจในใใ้ใใใฆใใพใใ ใใใฏwebappsใฎๆๅใจใใฆๆญฃใใใงใใใใใโฆ
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Dataikuใฎใใฃใผใๆฉ่ฝใงใฎ่ปธ่กจ่จใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ DataikuใฎChartๆฉ่ฝใไฝฟ็จใใฆๅฏ่ฆๅใ่กใ้ใฎๆฐๅค่ปธใใๆฐๅคใฉใใซใฎๅไฝใใใใใฉใซใใง Y๏ผ10ใฎ24ไน๏ผใซใชใฃใฆใใใใใงใใ๏ผKMBT่กจ่จ๏ผ ไปฅไธใฎใใใชใใผใฟใๅ
ฅๅใจใใ Date Val1 val2 2024/1/1 6 22 2024/1/2 99 35 2024/1/3 26 45 2024/1/4 89 35 2024/1/5 46 70 2024/1/6 32 68 2024/1/7 32 53 2024/1/8 52 76 2024/1/9 38 47 2024/1/10 63 99 2024/1/11 30 93 2024/1/12 72 8 2024/1/13 67 62โฆ
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Chartใฎๆฐๅค่ปธใๆฐๅคใฉใใซใฎ่กจ็คบๅไฝใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ DataikuใฎChartๆฉ่ฝใไฝฟ็จใใฆๅฏ่ฆๅใ่กใ้ใฎๆฐๅค่ปธใใๆฐๅคใฉใใซใฎๅไฝใใใใใฉใซใใง Y๏ผ10ใฎ24ไน๏ผใซใชใฃใฆใใใใใงใใ๏ผKMBT่กจ่จ๏ผ GCPไธใงๅไฝใใฆใใCloud Stacks็ฐๅขใไฝฟ็จใใฆใใพใใใใใกใ็ฐๅขไพๅญใฎ่จญๅฎใใๆข็ฅใฎISSUEใงใใใใ๏ผ ่กจ็คบใฎไฟฎๆญฃใใใชใในใใฌในใชใฎใงใใใฉใซใใฎๆฐๅค่ปธใฎๅไฝใๅคๆดใใใใจ่ใใฆใใพใใ ่จญๅฎๆนๆณใๆใใฐใๆ็คบใใ ใใใ
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โโใณใผใใฎใใใชStringๅใฎๆดๆฐใฎใซใฉใ ใStackใฌใทใใงๅบๅใใใใใผใฟใซๅฐๆฐ็นใไปไธใใใฆใใพใ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ โโใณใผใใฎใใใชStringๅใฎๆดๆฐใฎใซใฉใ ใStackใฌใทใใงๅบๅใใใใใผใฟใซๅฐๆฐ็นใไปไธใใใฆใใพใไบ่ฑกใ็บ็ใใฆใใใพใใใๅๅ ใใใใๆนใฏใใพใใงใใใใ๏ผ ๅ
ๅฎนใจใใพใใฆใ Snowflakeใฎใใผใฟใไฝฟ็จ ใใจใใจbigintใ ใฃใใใDataikuไธใงใใผใฟใฎExploreใฎใใผใฟๅใใStringใซๅคๆด๏ผStackใใ๏ผใคใฎใใผใฟใๅใๅฆ็๏ผ Stackใฌใทใใๅฎ่กๆใซใStringๅใงๅบๅใใใใใจใ็ขบ่ชใใๅฎ่ก ๅบๅใใใใใผใฟใซๅฐๆฐ็นใ่กจ็คบใใใฆใใพใ ใจใใฃใ็ถๆณใงใใ ใๆๆฐใใใใใใพใใใใๅญใใฎๆนใใใพใใใใๅ็ญใใใ ใใพใใจๅนธใใงใใ
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weighting strategyใฎไปๆงใซใคใใฆ
ๅๅธฐใฟในใฏใง weighting strategyใไฝฟ็จใใ้ใๆฐๅคๅใฎใซใฉใ ใ้ธๆใใใจๆใใพใใใใใฎๆ้ธๆใใใซใฉใ ใฎๆฐๅคใฎๅคงใใใใใฎใพใพ้ใฟใจใใฆใคใใใ็ธๅฏพ็ใซในใฑใผใซใๅคๆญใใฆ่ฉไพก่จ็ฎใ่กใใฎใงใใใใ๏ผ
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Prologis: Reaching Operational Excellence With Dataiku
Prologis democratized AI with Dataiku, leveraging AutoML features to enable analysts to build and deploy models with no coding knowledge. 12x Increase in productionalized projects 30 Projects and 30 APIs in active use vs. 5 prior to Dataiku 2,000 Users leveraging AI to streamline workflows Prologisโ AI journey began with aโฆ
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ๅฐ็ใใผใฟๅฏ่ฆๅใฎAdministrative mapใใใคๆ
ๅ ฑใซใคใใฆ
chartใซใใใAdministrative mapใๆใคๆ
ๅ ฑใซใคใใฆใๆ็คบใใใ ใใใใงใใ ็ปๅใซใใใใผใฟใปใใใ็จใใฆใchartใใAdministrative mapๅฝขๅผใงใใญใใใใพใใใ showใฏGP(by Metropolis)ใซ่จญๅฎใใไบบๅฃใใใญใใใใฆใใพใใ ใใใใ็ปๅใฎใใใซ่ๅทๅบใจๆฑๆฑๅบใ ใ่กจ็คบใใใพใใใงใใใ ๆฑๆฑๅบใ่ๅทๅบใๆ
ๅ ฑใจใใฆใฏไปใฎๅบใจๅใใใใซไธใใฆใใพใใ ใชใ่กจ็คบใใใชใใใๆ็คบใใใ ใใพใใงใใใใใ ไปใฎๅบใฏDataikuๅดใงๆ
ๅ ฑใๆใฃใฆใใใใ่ๅทๅบใจๆฑๆฑๅบใฏๆ
ๅ ฑๆใฃใฆใใชใใจๆณๅใใฆใใพใใใใใฎ็่งฃใงใใใงใใใใใ ไปฅไธใฎใชใณใฏใซใใใจAdministrativeโฆ
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Oncrawl - Leveraging Dataiku for Predictive SEO as a Product Strategy
Team members: Vincent Terrasi, Product Director Elodie Mondon, Data Engineer Damien Garaud, Data Scientist Country: France Organization: Oncrawl Description: Enterprise SEO platform powered by the industry-leading SEO Crawler and Log Analyzer. Combine the power of technical SEO, machine learning and data science forโฆ
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Dataikuใขใซใใใผใฎใกใผใซใขใใฌในๅคๆด
่ทๅ ดใๅคใใ้ขไฟใง่จญๅฎใใฆใใใกใผใซใขใใฌในใไผ็คพใฎใใฎใใๅไบบใฎใใฎใธๅคๆดใใใใฎใงใใๅฏ่ฝใงใใใใใ ใพใใๅฏ่ฝใชๅ ดๅๆนๆณใซใคใใฆใๆๆใใ ใใใ
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Visual Agentใซใใใๅฎ่กใญใฐใงใใtraceใฎๅใๆนใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ Visual AgentใซใใใฆDataiku็คพ็ตใฟ่พผใฟใฎToolใจCustomToolใฎไธกๆนใไฝฟ็จใใฆใใพใใ Visual Agentใฏtraceใจๅผใฐใใๅฎ่กใญใฐใงๆ
ๅ ฑ็ฎก็ใใฆใใใจ็่งฃใใฆใใพใใ ็ตใฟ่พผใฟToolใๅฎ่กใใๅพใใใ็ตๆใCustomToolใซ้ฃๆบใใใใใซtraceใฎๅ
ๅฎนใๆธกใใใใจ่ใใฆใใพใใ ใใใใไปฅไธใฎใชใณใฏใๅ่ใซใณใผใใๆธใใพใใใToolใฎไธญใงๆณๅฎใจ็ฐใชใtraceใๅๅพใใใพใใ Agentใใใฎๆ็นใงๆใฃใฆใใๆ
ๅ ฑใ่จ่ผใใtraceใCustom Toolใงๅๅพใใๆนๆณใๆใใฆใใใ ใใใใงใใโฆ
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FPT Software - Building a CRM Platform to Meet Client Needs for Digital Transformation
Name: Trแบงn Xuรขn Hiแบฟu, Data Scientist Nguyen Xuan Minh Khoi, Data Engineer Country: Vietnam Organization: FPT Software FPT Software is an international provider of IT services with its headquarters in Vietnam's Hanoi. It belongs to FPT Corporation as a subsidiary (FPT โ HoSE). FPT Software, which was founded in 1999, is theโฆ
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LLM recipe Text Classificationใซใคใใฆ
ใใฌใใธๅๆใงText Classificationใไฝฟใ้prediction_scoreใฎใซใฉใ ใๅบๅใใใพใใใใใกใใฏใฉใใง่จญๅฎใงใใใฎใงใใใใ๏ผ ใพใpredictionใซๅฏพใใในใณใขใซใชใใฎใงใใใใ๏ผ
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python
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ใใผใใใใฏใงใฆใงใธใใใ่กจ็คบใงใใชใไปถใซใคใใฆ
DSS13.5.4ใไฝฟ็จใใฆใใพใใ Pythonใฌใใใใ่กจ็คบใงใใใใผใใใใฏๅ
ใงใๅฎ่ก็ตๆใ็ขบ่ชใใใใจใใฆใจใใใฆใงใธใใใ่กจ็คบใใใใจใใใจใใ่กจ็คบใใใชใใจใใๅ้กใ็บ็ใใฆใใพใใ ๅค้จใฎใใผใใใใฏ๏ผใณใผใ็ฐๅขใฏๅ้กใ็บ็ใใฆใใcodeenvใไฝฟ็จ๏ผใงใฏ่กจ็คบใงใใพใใใใใ็ฐกๅใชใฆใงใธใใ๏ผในใฉใคใใผ๏ผใฏ่กจ็คบใงใใใใจใ็ขบ่ชใใฆใใพใใ ใพใๅ้กใฎใใผใใใใฏใงโ!jupyter labextension listโใณใใณใใง็ขบ่ชใใใจใใใ่ฉฒๅฝใใใฆใงใธใใใฏไปฅไธใฎใจใใๆๅนใจใชใฃใฆใใใจ่กจ็คบใใใฆใใพใใ widgets v1.3.0 enabled OK (python)โฆ
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datauku notebookใฎใกใขใชไฝฟ็จใซใคใใฆ
DSS13.5.4๏ผใซในใฟใ ใคใณในใใผใซใฎ13.3.2ใใใใผใธใงใณใขใใ๏ผใไฝฟ็จใใฆใใพใใ Pythonใณใผใใใในใใใใใใซnotebookใไฝฟ็จใใฆใใใฎใงใใใnotebookใฎใกใขใชไฝฟ็จ้ใ7.4GByteไป่ฟใซใชใใจๅฆ็ใๅๆป๏ผไธ่ฆใใชใผใบใใฆใใใใใซ่ฆใใ๏ผใใใinstall.iniใซไปฅไธใฎ่จญๅฎใ่กใใพใใใ backend.xmx = 32gใ๏ผใใจใฏ8g๏ผ jek.xmx=20gใ๏ผsใณๆฉ่ฟฝๅ ๏ผ ไธ่จ่จญๅฎใซใ๏ผ๏ผGไป่ฟใพใงใกใขใชใไฝฟ็จใใๅฆ็ใงใๅฆ็ใๅๆปใใๅไฝใใใใใซใชใฃใใฎใงใใใไธ้ใใใใใจใซใผใใซใ่ฝใกใใใใซใชใใพใใใโฆ
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Dataiku CloudใฎAudit trailใฎไฟๆๆ้ใซใคใใฆ
Dataiku CloudใฎAudit trailใซใคใใฆไฟๆๆ้ใฏใฉใฎใใใใงใใใใ๏ผใพใ้ฒ่ฆงๅฏ่ฝใชใฎใงใใใใ๏ผ
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CodeใฌใทใใใJupyterใ้ใใใจใใใจใจใฉใผ
Dataiku13ใใซในใฟใ ใคใณในใใผใซใงไฝฟ็จใใฆใใพใใ PythonใฎใณใผใใฌใทใใใNotebookใ้ใใใจใใใจไปฅไธใฎใจใฉใผใ็บ็ใใพใใ ใใใใใฏๆฎ้ใซ้ใใใจใๅบใฆใใใฏใใชใฎใงใใใใฉใใใซ่ฟฝๅ ใฎ่จญๅฎๅฟ
่ฆใงใใใใ๏ผ gitReferenceใฎ่จญๅฎใใชใใจใใใใใใใใใชใฎใงใใๅ
ฌๅผใใญใฅใกใณใใงgitReferenceใ่ฆใคใใใใพใใใงใใใ -----ไปฅไธใจใฉใผใกใใป็ถญๆ An internal error occurred Please report this issue to Dataiku DSS Support Technical details follow: Internal error, causedโฆ
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Dataikuใใญใผไธใงใฎใจใผใธใงใณใใฎ้ฃๆบ
Dataikuใฎใใญใผใฎใชใใงใจใผใธใงใณใๅๅฃซใฎ้ฃๆบใฏใงใใใฎใงใใใใ๏ผ ไพใใฐใจใผใธใงใณใAใฎๅบๅใใจใผใธใงใณใBใซๆธกใใจใใใใใช่จญ่จใใใผใณใผใใง่กใใคใกใผใธใงใใ็พ็ถใงใใจใณใผใใๆธใใฐใงใใใจๆใฃใฆใใใฎใงใใใใผใณใผใใงใงใใใฎใๆฐใซใชใใพใใ ใใซใใจใผใธใงใณใใใใชใจใผใธใงใณใๅๅฃซใฎ้ฃๆบใใใญใผใฎใชใใงใใผใณใผใใง่จญๅฎใงใใใฎใงใใใใ๏ผ
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Dayananda Sagar University: Transforming Business Education With AI
Dayananda Sagar University partnered with Dataiku to modernize its MBA curriculum, equipping students with practical analytics skills, enhancing employability, and fostering industry collaboration. 100+ Dataiku users Dayananda Sagar University (DSU), located in Bengaluru, India, has been a hub for excellence in managementโฆ
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The Ocean Cleanup: Data Solutions Accelerate Ocean Plastic Removal
The Ocean Cleanup leverages Dataiku to maximize efficiency, collaboration, and operational impact, driving significant progress towards its goal of eliminating 90% of ocean plastics. 5x faster campaign rollout powered by streamlined processes 90% of floating ocean plastic pollution aimed to be cleaned up 5x moreโฆ
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Trumid: Revolutionizing Credit Trading & Real-Time Bond Pricing With AI
Trumid is transforming electronic credit trading with a real-time predictive bond pricing model, designed to enhance accuracy and pricing intelligence for the corporate bond market. 10x Increase in the rate of bond price updates compared to prior Trumid models 81% Of eligible Trumid RFQ line items executed โno touchโ in Q4โฆ
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OHRA: Redefining Insurance & Efficiency With AI
OHRA built a robust, integrated ecosystem within Dataiku that allows them to test, build, and deploy data solutions 6x faster, while always ensuring customers are treated fairly. 2 Months vs. 1 year to deploy models to production with Dataiku (and proper governance!) 100% Increase in automation rates for pet claimsโฆ
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Davivienda: AI for Quality Operations & Financial Inclusivity
Davivienda uses Dataiku to power data and AI projects across the business, from providing product recommendations for low-income clients to collections strategy optimization. $2.6 million in revenue generated with the customer score use case alone 22% decrease in credit card payment defaults 4.23 million more peopleโฆ
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Ampol: Transforming Decision-Making & Value Chain Optimization
Ampol has significantly enhanced its operational efficiency by replacing manual processes with centralized, real-time data workflows. 15+ Excel data sources automated 1 Week deployment improvement in model performance and reliability 4 Week sprints delivered significant improvements Ampol Limited, Australiaโs leadingโฆ
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Maybank Malaysia: Redefining Customer-Centric Banking
Maybank Malaysia broke down data silos, accelerated personalized customer experiences, and increased efficiency and revenue gains. 1150% Increase in projects supported by feature stores 3x Product uptake among targeted customer segments 10x Reduction in time and effort required for model maintenance In the competitiveโฆ
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Aviva: Powering Insurance With Data, Machine Learning, & AI
Aviva has been using Dataiku for many years to build a range of data analytics and machine learning use cases, ultimately forwarding their โcustomer firstโ mission. 50% time saved on data analytics audit work 98% reduction in lead time for data project deployments 75% improvement in time-to-market for data projects, fromโฆ
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ENEOS Materials: Driving Material Innovation With Predictive Modeling
ENEOS Materials revolutionized their tire material formulation process with ML by reducing proposal timelines and improving operational efficiency. Months to days to create customer proposals ENEOS Materials is a global leader in the research, development, and manufacturing of rubber and elastomers. In their tire materialsโฆ
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Rolls-Royce Aerospace: Boosting Operational Efficiency With Dataiku & Deloitte
Rolls-Royce, in partnership with Deloitte, leverages Dataiku to solve data science problems, empower citizen data scientists, and drive innovation by automating processes and delivering real-time insights. Just Minutes for processing time with PCB Line Optimizer vs. weeks prior to Dataiku As a widely-recognized leader inโฆ
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Nanyang Technological University, Singapore: Supporting At-Risk Students With AI
Nanyang Technological University, Singapore leverages ML to predict at-risk students, enabling timely interventions that enhance student success and retention. >70% Accuracy in identifying at-risk students Nanyang Technological University, Singapore (NTU Singapore),ย one of Singaporeโs premier educational institutions, isโฆ
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Morgan Hill: Innovating Post-Disaster Claim Processing
Morgan Hill teamed up with Dataiku to optimize post-catastrophe insurance processes, reducing costs and increasing efficiency. Days to Hours to complete the claims evaluation process The specialists atย Morgan Hillย rely on their extensive experience, bespoke solutions, and personalized approach to provide their clients withโฆ
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Code Agentใงใฎใใผใซๅผใณๅบใใซใคใใฆ
Code Agentๆง็ฏใฎ้ใซใใผใซใฎ่จญๅฎใฏไปฅไธใฎใใใซ่ช่ญใใฆใใพใ @ tool def add(a: int, b: int) -> int: """Adds a and b.""" return a + b @ tool def multiply(a: int, b: int) -> int: """Multiplies a and b.""" return a * b tools = [add, multiply] ใใฎใจใdataset_lookupใฎใใใชAgent toolใง่จญๅฎใใใใผใซใๅผใณๅบใใใจๅฏ่ฝใงใใใใ๏ผ
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Visual AgentใฎNotebookไธใงใฎๅผใณๅบใใซใคใใฆ
ใใญใผไธใงไฝๆใใVisual AgentใNotebookไธใงpythonใงๅผใณๅบใใฆๅฆ็ใฎ็ตๆใnotebookไธใงๅบๅใใใใใจใฏๅฏ่ฝใงใใใใ๏ผ ไพใใฐใdataset lookupใฎใใผใซใไฝฟใใใจใผใธใงใณใใๆง็ฏใใnotebookใงไฝๆใใใจใผใธใงใณใใซใฏใจใชใๆธกใ็ตๆใๅบๅใใใจใใใคใกใผใธใงใใ
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I just gained the Certificate,but I want change my name to put it in linkedin, to be Munira Yousef A
but I want change my name to put it in linkedin, to be Munira Yousef Almogren
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Python ใฌใทใใงใฎใRELOAD SCHEMA FROM TABLEใ็ธๅฝใฎในใญใผใใฎๅไฝๆใซใคใใฆ
ใRELOAD SCHEMA FROM TABLEใใง่กใใใฆใใๆไฝใใPython ใฌใทใใงๅฎ็พใใๆนๆณใๆจก็ดขใใฆใใพใใไปฅไธใซใๅ
ทไฝ็ใช่ฆไปถใ่ชฌๆใใพใใ Python ใฌใทใใฎ Output ๅ
ใจใใฆ PostgreSQL ไธใฎใใผใใซใๆๅฎใใไปฅไธใฎๅไฝใๅฎ็พใใใใจ่ใใฆใใพใใ ใปPython ใฌใทใๅ
ใฎใณใผใใงใฏใใใผใฟใฎๆธใ่พผใฟใฏๅฎๆฝใใชใใ ใปใใฎไปฃใใใPython ใฌใทใๅ
ใฎใณใผใใใใชใขใผใๅฎ่กใใในใฏใชใใใใOutputๅ
ใจใใฆๆๅฎใใใฆใใใใผใใซใDBไธใซไฝๆใใๅคใๆธใ่พผใใ ใใฎๅ ดๅใFlow ไธใง Output ๅ
ใจใชใฃใฆใใใใผใฟใปใใใๅ็
งใใใจใInvalidโฆ
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code env (Jupyter ใตใใผใ๏ผใซใใใใฉใคใใฉใชๅถ็ดใซใคใใฆ
code env ใง Jupyterใตใใผใใฎๆๅนๅใ่กใใจใใใใซๅพใฃใฆใใใคใใฎใฉใคใใฉใชใใใผใธใงใณๅถ็ดไปใใงใคใณในใใผใซใใใพใใ ใใฎใใกใฎ๏ผใคใซใtraitlets==5.9.0ใจใใๅถ็ดใใใใพใใใใใใCode env็ฐๅขใซใปใใใขใใไฝฟ็จใใฆใใPPใฎๅถ็ดใจ็ซถๅใใฆใใพใฃใฆใใพใ๏ผPPๅดใฎๅถ็ดใฏtraitlets >=5.14.2๏ผ Jupyterใฏไฝฟใใใใฎใงใใใใใฎๅถ็ดใๅ้ฟใใๆนๆณใฏใใใงใใใใ๏ผ๏ผdataikuๅดใฎๆนใฎใใผใธใงใณใๅคใใฎใงใใผใธใงใณใขใใๅพ
ใกใงใใใใ๏ผ
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Dataiku Python code env(Managed)ใธใฎๅๆPPใฎใคใณในใใผใซใซใคใใฆใ
ใใPythonใฎๅๆPPใใพใฃใใใชManaedใชCodeEnv๏ผpython๏ผใซใคใณในใใผใซใใใใจใใใจใใใไปฅไธใฎใใใชไพๅญใฉใคใใฉใชใฎ่ฆๆฑใใผใธใงใณไธไธ่ดใฎใจใฉใผใ็บ็ใใพใใใ dataikuใงใฏpandasใฎ2.2๏ฝ2.3ใซไพๅญใใฆใใใใจใผใใใฆใใใฎใซใ่ฉฒๅฝPPใฏใใไฝๅฐๅคใ1.3.5๏ฝ2.0ใ่ฆๆฑใใใฆใใใใใงใใPPๅดใซใ่ใใใใใผใธใงใณใซๅฏพๅฟใงใใชใใ็ขบ่ชใฏ่ดใใพใใใdataikuๅดใฎไพๅญใฉใคใใฉใชใๅคใใใฎใซๅคๆดใใใใใชใใจใฏใงใใใชใใใฎใงใใใใ๏ผ ===== The conflict is caused by: The user requested pandas<2.3 and >=2.2โฆ
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Dataiku CloudใฎSpaceใๅ้คใใใ
Dataiku Cloudใงใไธ่ฆใซใชใฃใSpaceใๅ้คใใใใจๆใLauchpadใไธ้ใ็ขบ่ชใใใฎใงใใใใใใใใใใฎใ่ฆๅฝใใใใ Spaceใฎๅ้คใฏใฉใฎใใใซใใใชใใฐใใใฎใงใใใใใ Operating system used: Cloud
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Call another LLM or Agent ใจAgentใฎใใญใณใใใฎใใฟๅใใซใคใใฆใ
Call another LLM or AgentใงSystem prompt ใงใใญใณใใใ็จใใฆLLMใซๅฏพใใใฉใฎใใใซใตใใพใใฎใ่จญๅฎใใใใจใใงใใใจ่ช่ญใใฆใใพใใ ไธๆนใงAgentใฎ่จญๅฎใงใฏLLMใ้ธๆใAdditional promptใงใขใใซใฎใตใใพใใ่จญๅฎใใใใจใใงใใใใจๆใใพใใ ใใใใฎใใฟๅใใจใฏใฉใฎใใใซ่ใใใใใใฎใงใใใใ๏ผ ไพใใฐใsystem promptใงLLMใฎใตใใพใใๅฝนๅฒใไธใใAdditional promptใงใจใผใธใงใณใใฎๅบใ่งฃ็ญใฎๅฝขๅผใชใฉใ่จญๅฎใใ(jsonๅฝขๅผใงๅ็ญใใใใชใฉ)ใคใกใผใธใงใใ
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ๅบๅใใผใฟใปใใๅใฎๅ็ใชๅคๆดใซใคใใฆ
็พๅจPythonใฌใทใใ็จใใฆๅบๅใใใใผใฟใปใใๅใซๅบๅๆฅๆใๅ ใใใใจ่ใใฆใใพใใ Pythonใฌใทใใงๅบๅใใผใฟใปใใๅใซไปใใใใใผใฟใปใใๅใๆๅฎใใใจใใใ <class 'Exception'>: Dataset "ใใผใฟใปใใๅ" cannot be used : declare it as input or output of your recipe ใจใใใจใฉใผใๅบใพใใ Pythonใฌใทใใฎๅ
ฅๅบๅใง่จญๅฎใใใใผใฟใปใใๅใฎใฟใๅฉ็จใงใใชใใจใใๆจใงใฏใใใจๆใใฎใงใใใใฉใใซใใใฆๅบๅใใผใฟใปใใๅใๅ็ใซๅคๆดใใใใจใฏใงใใชใใงใใใใใ
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PromptStadioใจNotebookใฏใจใชใผใฎๅ ดๅใฎๅ็ญ็ๆใใญใผใฎๅทฎ็ฐใซใคใใฆ
ใไธ่ฉฑใซใชใฃใฆใใใพใใ Dataiku13.4.0ใฎใใญใฅใกใณใๅใ่พผใฟๆฉ่ฝใซใคใใฆ่ณชๅใใใใใพใใ ใใญใฅใกใณใใฎๅใ่พผใฟๆฉ่ฝใ็จใใฆใใฏใใซในใใขใ็ๆใใใฎใงใใใใใกใใ็จใใฆPromptStadioใจใใผใใใใฏไธใงใฏใจใชใๅฎ่กใใๅ ดๅใๅ็ญใฎๅ
ๅฎนใๅคงใใ็ฐใชใฃใฆใใพใใพใใใPromptStadioๅดใงใใใฏใจใณใๅดใง่กใฃใฆใใๅฆ็ใจใใผใใใใฏๅดใง่กใฃใฆใใๅฆ็ใฎๅทฎ็ฐใซใคใใฆใ่ใใใใใฎใงใใใใๆๆใใใ ใใใจใฏๅฏ่ฝใงใใใใ๏ผใใผใใใใฏใซใคใใฆใฏไปฅไธใฎใชใณใฏใฎใณใผใใๅ็
งใใฆใใใพใใ๏ผTemperatureใmax_tokensใฎใใฉใกใผใฟใไธ้ใ็ขบ่ชใใใฎใงใใใ็นใซๅทฎ็ฐใฏ่ฆๅฝใใใใงใโฆ๏ผโฆ
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SnowparkไธใงใฎDataiku็ฐๅขๆง็ฏ
็พๅจSnowparkไธใงๅไฝใใๅๆใใผใซใจใฎ้ฃๆบใใใใใใฆใใใพใใ SnowparkไธใซDataiku็ฐๅขใๆง็ฏใใใใจใฏๅฏ่ฝใชใฎใงใใใใ๏ผ ๅฅ้ๆง็ฏใใDataiku็ฐๅขใใSnowparkใธใฎ้ฃๆบใซใคใใฆใฏใใญใฅใกใณใใ่จไบ็ญใฟใใใใฎใงใใใSnowparkไธใซ็ฐๅขๆง็ฏใใๆนๆณใไบไพใชใฉใฏใใฃใจ่ฆใๆใ่ฆๅใใใใพใใใงใใใ ๆง็ฏใฎๅฏๅฆใจใๅฏ่ฝใงใใใฐๅถ็ดไบ้
็ญๅซใๆ้ ใใๆใใใใ ใใใใจๆใใพใใ
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Dataikuไธใงใฎ็ปๅๅฆ็ใซใคใใฆ
Dataikuไธใงใฎ็ปๅๅฆ็ใซใคใใฆใใใคใ่ณชๅใใใใพใใ ๏ผ๏ผ็ปๅใใฉใซใใซใใ็ปๅใใกใคใซๅใฎๅคๆดใฎไปๆน ็ปๅใใฉใซใใซใใ็ปๅใใกใคใซๅใไปปๆใฎๆกไปถใไพใใฐok.pngใงๅงใพใ็ปๅใใกใคใซๅไปฅๅคใฎใใฎใng.pngใซใใกใคใซๅใไธๆฌใงๅคๆใใใซใฏpython recipeใงๅฎ่ฃ
ใใใใใชใใฎใงใใใใใใพใใใใฎๆ่ชญใฟ่พผใใใฉใซใใจใใกใคใซใฎใในใฏใฉใใๅ็
งใใใฐใใใงใใใใ 2.ๅๅฆ็ใซ้ขใใฆ ไธ่ฌ็ใซ็ปๅๅฆ็ใง่กใใใใชใชใตใคใบใใในใฏๅใชใฉใฏdataikuไธใงใใผใณใผใใงใงใใใฎใงใใใใ๏ผ 3.ใขใใซใฎ่ฟฝๅ โฆ
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AMLใฎใฆใผใถใใจใฎๅญฆ็ฟใขใใซใซใคใใฆ
AMLใฎไธๆญฃๅๅผๆค็ฅใ่กใใใญใผใๆค่จใใฆใใใพใใ่คๆฐใฆใผใถใผใฎใขใฏใทใงใณๅฑฅๆญดใๅ
ใซใใๅญฆ็ฟใขใใซใงใฏใชใใ้กงๅฎขๅๅฅใฎใใผใฟใๅญฆ็ฟใซๅฉ็จใใฆ้กงๅฎขใใจใฎไธๆญฃใๆค็ฅใใใใใชใฆใผในใฑใผในใฏใใใใพใใงใใใใใ
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Seller ่ณๆ ผๅๅพๆนๆณใซใคใใฆ
https://academy.dataiku.com/page/partners ไธ่จใฎใตใคใใ็ขบ่ชใใใจใใใใตใคใๅ
ๅฎนใฎๆดๆฐไธญใฎใใใงใใใ็พๅจใฏSellerใฎ่ณๆ ผๅๅพใฏใงใใชใใฎใงใใใใใ
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Dataiku cloudใงSparkใไฝฟใๆนๆณใซใคใใฆ
GCP็ฐๅขใง็ซใกไธใใDataiku cloudใงsparkใไฝฟใใใจใใใจใจใฉใผใๅบใฆใใพใใพใใ ใใญใฅใกใณใใซใฏDataiku cloudใงใฏใใใฉใซใใงSparkใไฝฟใใใจๆธใใฆใใใฎใงใใPysparkใฌใทใใๅฎ่กใใใจ็ปๅใฎใใใชใจใฉใผใๅบใพใใไฝใ่จญๅฎใใใๅฟ
่ฆใใใใฎใงใใใใใ ๏ผglobalใฎใปใใง่ณชๅใใใฆใใพใฃใใฎใงใใๆฅๆฌใณใใฅใใใฃใฎใปใใซๅๅบฆ่ณชๅใใใฆใใใ ใใพใใๅคฑ็คผใใพใใใ๏ผ Operating system used: Windows11
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ใKeywalkerใDataikuไฝ้จไผ้ๅฌใฎใ็ฅใใ
ใใชใณใฉใคใณ้ๅฌใ 2ๆ18ๆฅ๏ผ็ซ๏ผ18:00~20:00 ECใตใคใใฎใใผใฟใไฝฟใฃใใฌใใฅใผๅๆใใใณใบใชใณๅฝขๅผใงๅฎๆฝใใพใ!! ใฌใใฅใผๅๆใซ่ๅณใใใๆนๅฟ
่ฆ๏ผ Dataikuใไฝฟใฃใใฌใใฅใผๅๆใๅฎ้ใซๆไฝใใชใใๅญฆใถใใจใใงใใพใใ ๅๅฟ่
ใฎๆนใงใๅฎๅฟใใฆๅๅ ใงใใๅ
ๅฎนใซใชใฃใฆใใพใใฎใงใ Dataikuใๅงใใใฐใใใฎๆนใใใฌใใฅใผๅๆใซ่ๅณใใใใใใฉใพใ ใใฃใใใจใใชใๆนใใๆฐ่ปฝใซใๅๅ ใใ ใใ๏ผ ่ฉณ็ดฐใฏใใกใ https://techplay.jp/event/967449
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ใData HaikerใLLMใใณใบใชใณ็จใใผใฟ๏ผใใใซใฌใใฅใผ๏ผ
2025ๅนด2ๆ13ๆฅ้ๅฌใฎใDataiku LLMใใณใบใชใณไฝ้จไผใใฎใใผใฟใฏใๆฌใใผใธไธ้จใใใใฆใณใญใผใใใฆใใ ใใใ LLMใใณใบใชใณ.zipใใกใคใซใฎไธญ่บซใจใใฆใใHotel_review.csvใใจใใใญใณใใใใญในใ.txtใใๆ ผ็ดใใฆใใใพใใ ๅฉ็จใใผใฟใจใใฆHotel_review.csvใใใณใบใชใณๅ
ใงๅฉ็จใใใใญใณใใใฎใณใใ็จใซใใญใณใใใใญในใ.txtใ็จๆใใฆใใใพใใฎใงใใใใใใๆๅ
ใซใใฆใณใญใผใใใฆใๅฉ็จไธใใใพใใโฆ
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Zeus: Modernizing Manufacturing With Dataiku Cloud
From improving yield to inventory optimization, Zeus is on a mission to drive business value with advanced analytics, while ensuring speed and efficiency. ~2 weeks To get models into production, vs. 16-20 weeks before Dataiku Millions Of rows of manufacturing data generated per day 15-30 Minutes between inventory modelsโฆ
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Frende Forsikring: Boosting Customer Trust With Generative AI
Frende Forsikring uses Dataiku to streamline operations, improve customer experience, and solidify its reputation as an advanced insurer in a competitive market. $100K Saved by automating competitor intelligence with Dataiku 110 Hour of work saved per month with LLM-driven insurance cancellations Norwegian insuranceโฆ
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Akamai: Transforming Data Discovery With LLMs
With Dataiku, Akamai built a locally hosted LLM-powered chatbot, serving as a comprehensive tool for effortless data exploration tailored to all users. $37.5K In savings by automating dataset descriptions $150K In savings by streamlining the data discovery process 6K+ Hours saved by streamlining the data discovery processโฆ
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Clayco: Revolutionizing Cash Flow Forecasting
Clayco streamlined cash flow forecasting (improving speed and accuracy) by moving from spreadsheet-based to ML-based predictions. 4x Increase in frequency of cash flow forecasts 76% Reduction in forecast production time <4 Months to build a working production model Clayco specializes in the art and science of building,โฆ
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Airline Pilot Club: Transforming Pilot Training With AI
Airline Pilot Club leveraged Dataiku to revolutionize pilot training with personalized, efficient, and compliant solutions. 12.5% Reduction in administrative time with Amelia.2 in Dataiku 22.5% Increase in operational efficiency with Amelia.2 in Dataiku 25% Improvement in recruitment accuracy with Amelia.2 in Dataiku Withโฆ
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ALMA: Streamlining Astronomical Operations With Analytics and AI
ALMA leverages Dataiku to automate data monitoring, streamline proposal reviews, and optimize telescope operations, saving hundreds of hours and enhancing astronomical research. 50-120 Hours Saved of Astronomers on Duty (AoD) and expert staff time by reducing manual assessments Weekly Monitoring of observational dataโฆ
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AuroraDBใใใฎใใผใฟๅๅพใซใใใ้ๅปใใผใฟใฎ็ดฏ็ฉใจ้่คๆ้คใฎๆนๆณใซใคใใฆ
AuroraDBใใใใผใฟใปใใใๅๅพใใฆใใพใใใใใฎใใผใใซใซใฏ็ด่ฟ4ใๆๅใฎใใผใฟใฎใฟๅซใพใใฆใใพใใ ใใใใใใผใฟๅๆใ่กใ้ใซใ๏ผใๆไปฅไธ้ๅปใใผใฟใๅฟ
่ฆใจใชใใๅฏพ่ฑกใใผใใซใใใฎใใผใฟใปใใใๅๅพใใใใณใซใๅฅใฎใใผใฟใปใใใจใใฆ็ดฏ็ฉใใๅฟ
่ฆใใใใพใใ ใพใใใใฎ้ใๅๆใซ้่คใๆ้คใใๅฟ
่ฆใใใใพใใ ใใญใผไธใงไธ่จใฎ่ฆไปถใๆบใใใใใชๆนๆณใใใใใพใใใใๆใใฆใใใ ใใพใใจๅนธใใงใใ