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using a formula, one can also try simulating the results over many scenarios. To do this we simulate one million scenarios of flipping five coins. We use the choice() method in NumPy’s random module. outcomes = np.random.choice(['H', 'T'], (1000000, 5)) outcomes[:10] array([['T', 'T', 'H', 'H',