Machine learning (ML) administrators striving for least-privilege permissions with Amazon SageMaker AI must account for a diversity of industry perspectives, including the unique least-privilege access needs required for personas such as data scientists, machine learning operation (MLOps) engineers, and more. Use Amazon SageMaker Role Manager to build and manage persona-based IAM roles for common machine learning needs directly through the Amazon SageMaker AI console.
Amazon SageMaker Role Manager provides 3 preconfigured role personas and predefined permissions for common ML
activities. Explore the provided personas and their suggested policies, or create and
maintain roles for personas unique to your business needs. If you require additional
customization, specify networking and encryption permissions for Amazon Virtual Private Cloud
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