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Feature Store - Coggle Diagram
Feature Store
Feature Store Components
Feature Engineering Jobs
Feature Storage Layer
Metadata Layer
code
feature version info
feature doco
Feature Store API
Feature Registry
Feature Reporting
Why?
Reuse features across models
Reduce the number and complexity of pipelines
Reduce feature inconsistency
Feature Data Model
Feature
Feature Group
What?
Central Repository for engineered / curated features
https://www.hopsworks.ai/post/feature-store-the-missing-data-layer-in-ml-pipelines