Guides ยท Technology
Feature Store Basics
Centralize ML features
A feature store keeps documented, versioned features with online/offline views, reducing duplication and training-serving skew in ML systems.
- features
- online store
- offline store
- versioning
- training-serving skew
Define and Document
Create clear feature definitions, owners, and refresh cadences.
Serve Online/Offline
Provide low-latency online access and batch offline tables consistently.
Govern
Version features, monitor freshness, and deprecate unused ones.