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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
  • User Management
  • Blueprints
  • Project profiles
    • SQL analytics
    • Generative AI application development
    • Data analytics and AI-ML model development
  • Amazon Bedrock models
  • Connection - VCS
  • Amazon Q

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

Studio​

  • Discover
    • Data Catalog
    • Generative AI Playground
    • Shared generative AI assets
  • Build
    • IDE & Applications
      • JupyterLab
      • Partner AI Apps
    • Data Analysis & Integrations
      • Query Editor (Athena)
      • Visual ETL flows (Glue)
    • Orchestration
      • Workflows
      • ML Pipelines
    • Machine Learning and Generative AI
      • App Development
        • Chat agent
        • Flow
        • Prompt
        • My apps
      • Model Development
        • Jumpstart models
        • Training jobs
        • Inference endpoints
        • HyperPod
      • AI Ops
        • MLflow
        • Model registry
        • Model evaluations
    • Generative AI app development
    • Data processing and SQL analytics
    • Data and AI governance
  • Govern
    • Domain Management
      • Domain units
      • Associated accounts
      • Project Profiles
      • Blueprints
      • Domain users