使用 Amazon SageMaker Unified Studio 扩展企业数据操作.pdf

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1、 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.I N D 3 6 2Scaling Enterprise Data Operations with SageMaker Unified StudioDuvan Segura-CameloSolutions ArchitectAnalytics and GenAIRajiv UpadhyayDelivery Consultant

2、 WWCO Professional Services 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Agenda What is SageMaker?The Balancing Act:Innovation,Security,and Compliance Deployment Workflow Architecture overview:Whiteboarding Best practices and lessons learned 2025,Amazon Web Services,Inc.or its

3、affiliates.All rights reserved.This is a chalk talk-there will be whiteboarding and demosInteract with us as we ask questions and ask us questions This is a 300 level session we will dive deep into SageMaker Unified StudioWhat to expect from this talk 2025,Amazon Web Services,Inc.or its affiliates.A

4、ll rights reserved.5SQL AnalyticsAmazon RedshiftData ProcessingAmazon EMRAWS GlueAmazon AthenaModel DevelopmentAmazon SageMaker AIGen AI App DevelopmentAmazon BedrockStreamingAmazon MSKAmazon KinesisBusiness IntelligenceAmazon QuickSightSearch AnalyticsAmazon OpenSearch ServiceC O M I N G S O O NC O

5、 M I N G S O O NC O M I N G S O O NUnified StudioData&AI GovernanceLakehouseAmazon SageMaker 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Balancing Act:Innovation,Security,and Compliance Multi-account&user administration Security&compliance Restricted production access Automate

6、d deployments Cross-account resource sharing Configuration consistency 2025,Amazon Web Services,Inc.or its affiliates.All rights reserved.Deployment WorkflowAWS OrganizationsAWS IAM Identity Center AWS Identity and Access Management(IAM)SSO GroupsIAM rolesAWS ResourceAccess Manager*Amazon SageMakerA