Launch an instance from an AMI using the launch instance wizard in the Amazon EC2 console.

Follow these guidelines when creating a shared Linux AMI.

Amazon EC2 provides different purchasing options that enable you to optimize your costs.

Stop and start any instance with an Amazon EBS volume as its root device.

Use automated ML to automate key machine learning tasks with Amazon SageMaker.

You can use SageMaker JumpStart to learn about SageMaker features and capabilities through curated one-step solutions and pretrained models.

The rules of a security group control the inbound traffic that's allowed to reach the instances that are associated with the security group. The rules also control the outbound traffic that's allowed to leave them.

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

You can use Amazon EC2 to create your key pairs, or you can use a third-party tool to create your key pairs, and then import them to Amazon EC2.

Prepare and label data in Amazon SageMaker.