Sweet potatoes grown for consumption are usually planted from purchased slips—small rooted pieces of a tuber—or from tubers that you can root at home. You can try growing sweet potatoes from the grocery store, but the only way to be certain you have certified disease-free roots is to buy slips from a reputable seed supplier.