"Fluffy, homemade Italian Cream Sheet Cake for a crowd! Classic Italian Cream Cake with homemade Italian Cream frosting! Watch me make it!!! Italian Cream Sheet Cake from start to finish! Oh. My. Goodness. Ok so I know I've been living under a rock and haven't fully come to grips with this whole "sheet pan" craze.