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Machine Learning Medium Theory

What is feature engineering?

Feature engineering transforms raw data into signals that a model can learn from more effectively.

  • Encode useful domain knowledge
  • Scale, bucket, aggregate, or combine
  • Bad leakage ruins evaluation

What is feature engineering?