SageMaker Unified Studio: Notebook Kernels Now in VPC
🔒 Amazon SageMaker Unified Studio now runs notebook kernels inside the domain-configured Amazon VPC, providing network isolation for interactive ML and data workloads. Kernels inherit VPC settings, subnets, and security groups defined at the domain level, enabling centralized network policy and secure access to private databases, internal APIs, and non-public data sources. This VPC configuration applies to the interactive compute where Python code and dataframes execute; other compute engines have separate VPC considerations. VPC-enabled kernels are available in all Regions where SageMaker Unified Studio is supported.
