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Databricks Feature Store - Feast Integration

by Databricks · paid · Last verified 2026-04-07

The Databricks Feature Store integrates with Feast, an open-source feature store, to streamline feature engineering and management for machine learning workflows. This integration allows users to define, store, and serve features consistently across training and inference, reducing data skew and improving model performance within the Databricks environment.

https://www.databricks.com/product/feature-store
B+
B+Good
Adoption: B+Quality: AFreshness: B+Citations: BEngagement: B

Specifications

License
Proprietary
Pricing
paid
Capabilities
feature-engineering, feature-serving, data-governance, model-training
Integrations
Databricks, Feast, Spark
Use Cases
fraud-detection, recommendation-systems, customer-churn-prediction, real-time-personalization
API Available
Yes
Tags
feature-store, feast, mlops, data-engineering, databricks
Added
2026-04-07
Completeness
100%

Index Score

70.8
Adoption
75
Quality
80
Freshness
70
Citations
60
Engagement
65

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