Feature Store

Method for centrally storing, versioning and serving ML features for training and inference.

A feature store is a centralized system for storing, versioning and serving ML features for training and inference.

Maturity

Emerging

Cognitive loadHigh

360° overview

Six perspectives place the building block in context. The numbers show where each perspective continues in the reading path.

The building block at a glance

Feature Store

360°

2

2

Integrations

Feast

+2

1

Single source of truth for feature definitions

Value stream stage: Build

4

3

4