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Video: A data science team is preparing raw data for a aws video

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A data science team is preparing raw data for a machine learning model. The team is using techniques such as one-hot encoding, normalization, and polynomial feature creation to improve the model’s predictive performance. Which statement best describes the goal of feature engineering in this scenario?