By scanning an AWS account and using the CloudFormation resource type schema, the IaC generator identifies resources and the relationships between those resources.

Benefits of AWS CloudFormation As you can imagine, using AWS CloudFormation means there is one primary method of controlling the infrastructure rather than a disparate set of parameters and controls.

SageMaker is AWS's flagship machine learning solution. Here we take a hands-on look at some of its newest features, rolled out in December.