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Google Professional Machine Learning Engineer

Google Professional Machine Learning Engineer

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In the context of designing a machine learning solution for a retail company aiming to predict customer churn, the team is discussing the importance of feature engineering. The dataset includes raw customer transaction data, demographic information, and interaction logs. Considering the need for high model accuracy, compliance with data privacy laws, and scalability for millions of customers, which of the following best describes the role and significance of feature engineering in this scenario? Choose the best option.

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