# Feature generation df['IsLarge'] = df['Size'].apply(lambda x: 1 if x > 11 else 0) # Binary feature for size df['ColorEncoded'] = df['Color'].astype('category').cat.codes # Numerical encoding for color

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Let's get started, and I'll do my best to help!