# Summary: Estimate Probabilities Of Card Games

September 4, 2020

*We are going to show how we can estimate card probabilities by applying Monte Carlo Simulation and how we can solve them numerically in Python. The first thing that we need to do is to create a deck…*

Question 1 : What is the probability that when two cards are drawn from a deck of cards without a replacement that both of them will be Ace?

Question 3: What is the probability of being dealt a flush (5 cards of all the same suit) from the first 5 cards in a deck?

Above, we showed how we can calculate the Card Probabilities explicitly by applying mathematical formulas and how we can estimate them by applying Monte Carlo Simulation.

Question 1: What is the probability that when two cards are drawn from a deck of cards without a replacement that both of them will be Ace?

Question 3: What is the probability of being dealt a flush (5 cards of all the same suit) from the first 5 cards in a deck?

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