A Department usually represents a physical department within a factory.  Each Department contains Resources.  Each Resource belongs to exactly one Department.  Each Department’s Resources are displayed together in the Gantt and can have their schedules printed together in reports.  Since Departments have no effect on the scheduling process itself, it is best to think about how you want to view your Resources and then setup your Departments accordingly.