Amazon SageMaker Unified Studio now supports VPC for notebook kernels

This article announces VPC support for notebook kernels in Amazon SageMaker Unified Studio, enabling secure network isolation for interactive data and ML workloads.

• Notebook kernels now execute within VPC configured at domain level
• Provides network isolation for data engineers, analysts, and data scientists
• Inherits VPC settings, subnets, and security groups from domain configuration
• Enables access to private databases, internal APIs, and non-public data sources
• Supports SQL, Python, and natural language through built-in data agent
• Administrators can manage network policies centrally
• Available in all AWS Regions supporting SageMaker Unified Studio

VPC support for SageMaker Unified Studio notebook kernels enhances security and compliance by keeping notebook compute traffic within enterprise VPC boundaries while enabling access to private resources.