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test_target = test_data["Returns"].shift(-1) # Remove the last row from the training and testing sets train_data = train_data[:-1] test_data = test_data[:-1] train_target = train_target[:-1] test_target = test_target[:-1] Now that we have preprocessed the data, we can build a machine learning