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Sagemaker Unified Studio

  • Unified Studio
    • SQL Analytics (Amazon Redshift)
    • Data Processing
      • Amazon EMR
      • AWS Glue
      • Amazon Athena
    • Model Development (Amazon SageMaker AI)
    • Gen AI App Development (Amazon Bedrock)
    • Streaming (Coming Soon) (Amazon MSK & Amazon Kinesis)
    • Business Intelligence (Amazon Quicksight)
    • Search Analytics (Amazon OpenSearch Service)
  • Data & AI Governance
  • Lakehouse

Amazon Sagemaker

Setup

  • IAM Identity Center - Configure SSO user access
  • Create a project profile
    • Data analytics and AI/ML model development
      • Analyze data and build ML and GenAI models powered by Amazon EMR, AWS Glue, Amazon Athena, Amazon SageMaker AI and Amazon SageMaker Lakehouse
    • Generative AI
      • Explore, build, and collaborate on generative AI applications using Amazon Bedrock foundation models and tools
    • SQL Analytics
      • Use the SQL editor to query data in Amazon SageMaker Lakehouse, Amazon Redshift and Amazon Athena

How to Get Started with Amazon SageMaker: Unified Studio, Services & Access Management - YouTube