Oracle Autonomous Analytics Cloud is a fully managed cloud service that provides analytics capabilities without requiring users to manage infrastructure. The steps to get started include signing up for a free trial or subscription, setting up services and user accounts as an administrator, and then exploring data visualization or enterprise data modeling as a user. Administrators can refer to documentation on setting up and managing services while users can find guidance on loading and analyzing data.