Docker for AWS enables users to establish a highly-available Docker cluster on Amazon Web Services and run multi-container applications using Docker Services. The video mentioned illustrates the process of setting up the cluster, checking its configuration, and employing Docker services to create a Couchbase cluster. Additional resources are available through Couchbase's website, which offers further insights into deploying Couchbase across various container frameworks.