Tapioca is the starch itself that comes from cassava root — usually produced in the form of flour, pearls, or flakes for various cooking purposes. Cassava root is a high-calorie, carbohydrate-rich root vegetable, or a "tuber crop", that grows underground and looks like a sweet potato, but longer and with a skin that's almost like bark.