Many people do, and there are plenty of day tours from Melbourne. Click here to find out more and book a day tour from Melbourne. These tours tend to drive the Great Ocean Road from Torquay to the Twelve Apostles and then return via a more direct route back to Melbourne. If you have the time, I would definitely recommend spending at least two nights along the way though.