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Feature engineering entails curating, refining and optimizing data attributes to empower machine learning models for improved performance and predictive accuracy. Step 1: Data collection ...
The skill of feature engineering — crafting data features optimized for machine learning — is as old as data science itself. But it’s a skill I’ve noticed is becoming more and more neglected.