Cook the Sweet Potato in Advance
To cook the sweet potato wrap it in foil and bake it in a 400 degree F oven for 45 to 55 minutes, or until it pierces easily with a sharp knife. To save time, do this step a day or two ahead and refrigerate cooked sweet potato until you are ready to bake the cake.