Highly Nutritious. Sweet potato chips are a great and delicious source of fiber, vitamins, and minerals. The fiber and antioxidants in sweet potatoes are advantageous to gut health. We advice that you use cooking oil that is healthy like olive and coconut oil to get the best nutrition from the sweet potato chips.