Access Amazon VPC resources for training and hosting with Amazon SageMaker
You can now access Amazon Virtual Private Cloud (VPC) resources for training and hosting workflows in Amazon SageMaker. With this new feature, you can use Amazon Simple Storage Service (S3) buckets that are only accessible through your VPC to store training data, as well as to store and host the model artifacts derived from the training process. In addition to S3, models can access all other AWS resources contained within the VPC. Support for VPC resources in training and hosting also allows you to use VPC Flow Logs to monitor all traffic flowing in and out of the Amazon SageMaker algorithms and models.
You can now access Amazon Virtual Private Cloud (VPC) resources for training and hosting workflows in Amazon SageMaker. With this new feature, you can use Amazon Simple Storage Service (S3) buckets that are only accessible through your VPC to store training data, as well as to store and host the model artifacts derived from the training process. In addition to S3, models can access all other AWS resources contained within the VPC. Support for VPC resources in training and hosting also allows you to use VPC Flow Logs to monitor all traffic flowing in and out of the Amazon SageMaker algorithms and models.
Amazon SageMaker can access VPC resources for training and hosting in the US East (N. Virginia), US East (Ohio), EU (Ireland), and U.S. West (Oregon) AWS Regions.