Algorithmic Trading Using Python Pdf

For testing your strategies against historical data. 3. The Core Components of an Algo-Trading System Data Acquisition

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Once a strategy is validated, the script must connect to a broker. This is done via APIs (Application Programming Interfaces). For testing your strategies against historical data

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Instead of predicting price direction, you predict the spread between two correlated assets (e.g., Coke and Pepsi). Using statsmodels for cointegration, you mean-revert the spread.

# Plot the results import matplotlib.pyplot as plt