Feature Engineering
Turning raw data into useful model signal
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Chapter assignment
Choose a dataset and design three feature groups: raw, transformed, and behavioural/contextual. Explain which feature could leak future information and how you would prevent it.
What to do now
- List candidate features by source.
- Mark risky leakage features.
- Define one validation check for feature quality.
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