The Grand Banks is an area of the Atlantic Ocean that is a famous fishing ground. The famous international fishing grounds known as the Grand Banks is a portion of the North American continental shelf in the Atlantic Ocean southeast and south of the Canadian province of Newfoundland and Labrador.