No Kentucky Derby party is complete without the official drink of the Kentucky Derby, the Early Times Mint Julep. Almost 120,000 Early Times Mint Juleps are served over the two-day period at Churchill Downs so you should be able to handle making some for the guests of your Kentucky Derby party.