The recipes in the cookbook do not use any baking powder and instead use a combination of baking soda and cream of tartar to leaven baked goods and help them rise.
You can often pick up Arm & Hammer baking soda in your local grocery store. It is also available through Amazon.
A few have people online have noted reactions to Arm & Hammer and I'm currently testing this manufacturer of baking soda instead.