Baking powder is a mixture of baking soda, a nonreactive filler (such as starch), and at least one slightly acidic compound (such as cream of tartar). Baking powder works as a leavening agent (creates expansion) in baking by releasing carbon dioxide when mixed with a liquid, such as milk or water.