What can I Substitute in Place of Baking Powder?

When trying to bake a new recipe nothing is more frustrating than not having all the ingredients on hand. Instead of leaving to go buy baking powder you can substitute 1/4 teaspoon baking soda plus 1/2 teaspoon cream of tartar; this equals 1 teaspoon of baking powder.