Also known as vanilla bean powder or ground vanilla, vanilla powder is whole vanilla beans that have been dried and processed into a powder. Baking experts share why they like vanilla powder and how to use it. Also, learn how vanilla powder is different from vanilla extract.| Martha Stewart