computer science major, data sci and applied mach learn class. please need help, answer questions 1, 2, and 3. using python.

Originating from the American TV program, "Let's Make a Deal," the Monty Hall problem gives a contestant a chance to win a car. There are three doors and behind one is a brand new car. The other two doors are hiding goats. The contestant chooses a door: the first, second, or third. Then the host Monty Hall opens up one of the other two doors remaining to reveal a goat. There are now two unopened doors, the one the contestant originally chose and the other un-opened door. Behind one is a goat and behind the other is a car. The contestant is given the option to stay with their originally-chosen door or to switch to the other door. Which should they do? Or does it not matter? Create a python simulation to answer this question. You may use the following seven steps as a guide, or you may develop your own. What matters is that you - Create a computer simulation that follows the Monty Hall problem, - Generate a Monte Carlo probability of winning a car for each of the choices of staying and switching doors, and - Provide a recommendation of whether the contestant should stay or switch doors. Step 1. (5 Points) Create a numpy array doors with the three possibiliites: goat one, goat two, and car. The contestant randomly chooses a door; simulate this by randomly choosing one of these three using np.random.choice () and calling it original_choice. [ ] Step 2. (5 Points) Now the host reveals a goat behind one of the two un-chosen doors. If the contestant had chosen a door with a goat behind it, then there is only one other door with a goat and that one will be opened by the host. If the contestant had chosen the door with the car behind it, then both un-chosen doors contain goats and the host will randomly decide which one to open. Simulate this. Call the goat-door the host reveals revealed_door. Hint: Use if statements. Step 3. (5 Points) Copy your code from Step 2 and modify it to assign what is left behind the third (un-chosen and un-revealed) door within the if statements, so as to be more computationally concise. Call this door the other_door