Simulating future stock prices using Monte Carlo methods

Using Monte Carlo methods, simulate future stock price outcomes for Apple ($AAPL) using Python. You can read more about Monte Carlo simulation (in a finance context) here.

Below is code using Python to grab the initial stock price data for Apple, to help get you started:

# Import required libraries
import math
import matplotlib.pyplot as plt
import numpy as np
from pandas_datareader import data
apple = data.DataReader('AAPL', 'yahoo',start='1/1/2009')
apple.head()

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