Defined? To return to an activity that you have failed at or had trouble with. But not just any activity. If you did something that you didn't enjoy and failed, there is really no need to do it again. For this expression, the activity is usually something that you like or that is important to you for some reason.
What are you close to giving up on and need to revaluate? Get back on that horse!