Describes the lifecycle of an Amazon EC2 instance, from launch to termination.

Connect to your Linux instances with EC2 Instance Connect.

When you launch an instance, you can specify a key pair . If you specify a key pair at launch, when your instance boots for the first time, the public key material is placed on your Linux instance in an entry within ~/.ssh/authorized_keys .

To verify the fingerprint of your key pair, compare the fingerprint displayed on the Key pairs page in the Amazon EC2 console, or returned by the describe-key-pairs command, with the fingerprint that you generate using the private key on your local computer. These fingerprints should match.

Follow these guidelines when creating a shared Linux AMI.

Define least-privilege user permissions for machine learning personas with Amazon SageMaker Role Manager.

Learn about creating and managing Amazon EMR clusters from Amazon SageMaker Studio Classic to process large-scale data for machine learning workloads.

Compile deep learning (DL) models to achieve an improved training efficiency by using Amazon SageMaker Training Compiler.

Use Amazon Elastic Inference (EI) to speed up the throughput and decrease latency for inference in Amazon SageMaker

Use these instances for baseline performance and the ability to burst to higher performance as required by your workload.