Can you explain the process of feature engineering and its importance in data analysis?

Medium difficulty

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Technical question

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Here's a hint

Highlight the steps involved in feature engineering like data transformation, extraction, and selection. Explain how these steps improve model performance and uncover hidden patterns in the data.

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