Head to the Activities page (My Company > Activities tab). Click the cog icon to open the settings beside the Activity you want to edit.

You can edit who can view and/or post the Activity under "Visibility." For an internal Activity for Admins only, leave all boxes unchecked. For an internal Activity that includes Instructors, check whether they can only view or post the Activity.