Sweet potatoes have a sweet flavor that has been compared to roast chestnut or a sweet squash. Sweet potatoes can be cooked in similar ways as common potatoes. There are two varieties of sweet potatoes, one is pale and the other is dark. The pale kind has a thin light skin and flesh, while the dark one has thicker light to dark brown skin and bright orange flesh.