Dry mustard is made from mustard seed which has been dried then ground to a fine powder. Mustard powder is commonly used in savory dishes and sauces to add a pungent and even "hot" flavor. This is a common product available in most grocery stores.
Colman's Mustard is the premier brand of dry mustard. Look for it in the bright yellow can in the spice section of your grocery store.