Redirect students directly to unit list

With "WordPress Login Redirect" option enabled the user who enrolls for the course for the first time is actually redirected to unit list at first. However, when a user comes back to the course he/she is taken to the course overview page instead of being taken directly to units (like it happens in The Academy).

How to change it so they'd be taken directly to units list each time they visit a course?