Amazon Machine Images use one of two types of virtualization: paravirtual (PV) or hardware virtual machine (HVM). Learn the differences between these virtualization types.

Describes how you can track the lineage of machine learning workflows.

Use reinforcement learning in Amazon SageMaker to solve complex machine learning problems that optimize objectives in interactive environments.

Learn how to use the @step decorator to convert local code to pipeline steps.

Learn more about how to get inferences from your Amazon SageMaker models and deploy your models for serving inference.

Add rules to your security group for specific kinds of access.

Use Amazon EC2 to reboot your instance for necessary maintenance.

Learn how the AWS shared responsibility model applies to data protection in Amazon Elastic Compute Cloud.

Your AWS account automatically has a default security group for the default VPC in each Region. If you don't specify a security group when you launch an instance, the instance is automatically associated with the default security group for the VPC. If you don't want your instances to use the default security group, you can create your own custom security groups and specify them when you launch your instances.

Configure Amazon EC2 to meet your security and compliance objectives, and learn how to use other AWS services that help you to secure your Amazon EC2 resources.