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This section provides guidelines for securing notebook instances, connecting to Amazon SageMaker API through a VPC Interface Endpoint, and allowing training and hosting instances to access data in your VPC.

Topics + Notebook Instance Security + Connect to Amazon SageMaker Through a VPC Interface Endpoint + Give Amazon SageMaker Training Jobs Access to Resources in Your Amazon VPC + Protect Communications Between ML Compute Instances in a Distributed Training Job + Give Amazon SageMaker Hosted Endpoints Access to Resources in Your Amazon VPC + Give Batch Transform Jobs Access to Resources in Your Amazon VPC + Training and Inference Containers Run in Internet-Free Mode + Amazon SageMaker Scans AWS Marketplace Training and Inference Containers for Security Vulnerabilities