Baking soda and baking powder are different, and it is not possible to use one as a replacement for the other. Baking powder is made using a mixture of bicarbonate and two acids, which can help the dough rise. Baking soda has an additional acid, which can help break down fats in meats, helping make the meat tender before and during cooking.