Bicerin Banana Split - a banana split, for adults, in a glass. 1 Shot Bicerin Di Giandujotto 1 oz. Banana Liqueur 2 oz. Half and half or milk 1 Cherry Put the Bicerin, Banana Liqueur, half and half and ice in a cocktail shaker; Shake. Pour in a glass and garnish with a cherry. Enjoy.