In Blackjack, common probability concepts include the likelihood of drawing specific card values based on the composition of the deck, which influences both player and dealer outcomes. The idea of expected value is significant, as players calculate the potential returns of various actions like hitting or standing. Players also utilize concepts like conditional probability to assess the impact of the dealer's upcard on their chances of winning.