What is Amazon SageMaker Unified Studio?
As a part of the next generation of Amazon SageMaker, Amazon SageMaker Unified Studio is a unified development experience that brings together AWS data, analytics, artificial intelligence (AI), and machine learning (ML) services. It provides a place to build, deploy, execute, and monitor workflows from a single interface. This helps drive collaboration across teams and facilitate agile development.
In Amazon SageMaker Unified Studio, administrators manage the users and groups that can access Amazon SageMaker Unified Studio, and they set up resources for teams to use. When your administrator grants you access to Amazon SageMaker Unified Studio, you can contribute to Amazon SageMaker Unified Studio projects. Within Amazon SageMaker Unified Studio projects, you can collaborate on business use cases by creating and sharing data, computation work, and other resources.
This guide provides information for Amazon SageMaker Unified Studio administrators on using the Amazon SageMaker management
console
For more information about the user experience and flow of using projects to create and share data, perform computation work, and complete other tasks, see the Amazon SageMaker Unified Studio User Guide.
Administrators can also configure Amazon SageMaker Unified Studio programmatically by invoking the HTTPS APIs.
How does it work?
Amazon SageMaker Unified Studio administrators can use the Amazon SageMaker management
console
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Data analytics, machine learning, SQL, and generative AI
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Data and AI governance
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Generative AI app development using Amazon Bedrock serverless models
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Amazon Q
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Authentication via AWS IAM, AWS IAM Identity Center, or SAML
