Irish coffee and Irish cream coffee two different coffee cocktails. A classic Irish coffee has Irish whiskey and some brown sugar to cut the bitterness of the coffee. An Irish cream coffee cocktail does not need to have sugar added because it uses Irish cream which is a sweet liqueur.