A gaming table is provided with an associated playing card printer. At the beginning of play, the playing card printer prints an entire deck of playing cards on suitable card stock. The deck of playing cards is printed in a random order as determined by a random number generator. The deck of playing cards is collated into a stack of cards and presented to the dealer who then uses this deck of playing cards to deal the casino game.