If I turn on Project Dashboard for one project, does it turn it on for all my projects?
Yes, the setting applies to you and all the projects you are a Project Admin for.
Project Dashboard
Speed through project setup as you nail everything that needs doing. Identify outstanding tasks at a glance and track progress all the way.