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len(aapl_data_scaled)): X.append(aapl_data_scaled[i-60:i, 0]) y.append(aapl_data_scaled[i, 0]) Train-Test Split Split the data into training and testing sets to evaluate the model’s performance properly. Defining Split Ratio: Typically, 80% of data is used for training and 20% for testing.