Amazon SageMaker APIs are now fully supported on AWS PrivateLink
All Amazon SageMaker APIs are now fully supported on AWS PrivateLink, which increases the security of data shared with cloud-based applications by reducing the exposure of data to the public Internet. All communication between applications and Amazon SageMaker can be secured inside a Virtual Private Cloud (VPC).
Earlier this year, we announced the support for prediction calls to machine learning models that are hosted on Amazon SageMaker to be secured using AWS PrivateLink. With this new enhancement, every SageMaker API call can be called through an interface endpoint within the VPC. Since all communication is inside the VPC, there is no need for an Internet Gateway, a NAT device, a VPN connection, or AWS Direct Connect.
Amazon SageMaker support on AWS PrivateLink is now available in the US East (N. Virginia), US East (Ohio), US West (Oregon), Europe (Ireland), Europe (Frankfurt), Asia Pacific (Tokyo), Asia Pacific (Seoul), and Asia Pacific (Sydney) AWS Regions. For more information, visit the documentation here.