The Service Accounts page is used to effectively store authentication secrets that can be used by service (registered in the services page) when calling backend endpoint URLs that require some form of authentication and authorization. In version 17.3.x, two authentication types are supported, HTTP Basic Authentication and OAuth 2.0.
Once a service account is created, it can be edited just clicking over it. This will take the user to the service accounts settings page described subsequently.