So what is yuca anyway and does it taste any good? Glad you asked! Yuca is also known as Cassava because it is a root from the Cassava plant. The shape and size of the Yuca root resemble that of a sweet potato. Its grainy texture and starchy qualities make for a sweet and nutty taste.