Almond flour is made from ground almonds that have had their skin removed, so it tends to be paler in color and has a very fine texture. Ground almonds are made with almonds that have the skin on and tend to be slightly coarser in texture than almond flour. This recipe calls for almond flour, which you can usually find in grocery or bulk stores.