Is there a difference? Well, yes and no (mostly no). The Scots, who invented the spirit known as Scotch whisky, chose no E. The Irish, who also claim to have invented whiskey, use an E. The word whisky/whiskey comes from the Gaelic “uisce beatha” which translates to “water of life.”