5 minutes Bourbon Milk Punch Steps Fill a cocktail shaker with ice. Add 50ml of bourbon, 75ml of whole milk, 15ml of vanilla syrup, and 4 drops of vanilla bitters. Shake until cold and strain into a chilled Collins glass filled with ice. Dust with freshly grated nutmeg.