Well, there really is no difference and the terms are used interchangably. However, you will find people who will swear that Shepherds pie is made from lamb and Cottage pie is made from other meats. And you will find others who claim that Shepherds pie is made of mince meat(ground beef) and Cottage pie is made from cut up pieces of leftovers.