Yes, you can bake a cake without baking powder, but it won't rise as much and may turn out denser. Alternatives like whipped egg whites, baking soda combined with an acid such as vinegar or lemon juice, or self-rising flour can help provide some lift. The final texture will differ slightly from a cake made with baking powder.