Beer cake is a dessert party cake made with beer as the primary ingredient. Preparation of Beer Cake Beer cake may be prepared with yellow cake mix and pudding mix. Beer, vegetable oil and egg are added to the cake mixes and a batter made. The batter is poured into a greased Bundt pan and baked. Beer cakes may be made in different flavors. They may be frosted in a number of interesting ways.