Feature Discovery & Engineering Practices

A practical guide to discover, validate, and operationalize data features that reliably improve models and operational outcomes.


Template

Feature Registry: Minimum Viable Template

An interactive, team-ready feature registry entry form that captures canonical definitions, provenance, transformation links, validation and monitoring notes, ownership, freshness, privacy sensitivity, and onboarding steps — making features discoverable, reusable, and governable.

Members: