This banana nut cake recipe is perfect for those who love the combination of banana and nuts. Made with ripe bananas, flour, sugar, eggs, butter, and chopped nuts, this cake is moist, fluffy, and nutty. You can use any nuts you like, such as walnuts, pecans, or almonds.