Generate domain-aware feature engineering ideas for your dataset, with code patterns and leakage warnings for each.
## CONTEXT Feature engineering often separates a mediocre model from a strong one, but good features come from combining domain knowledge with disciplined technique. Beginners either under-engineer (feeding raw columns to a model) or over-engineer (creating hundreds of leaky, redundant features). The craft is…
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