Aug 19, 2025 · The Databricks Feature Store provides a central registry for features used in your AI and ML models. Feature tables and models are registered in Unity Catalog, providing built …

Provide data teams with the ability to create new features, explore and reuse existing ones, publish features to low-latency online stores, build training data sets and retrieve feature …

Aug 19, 2025 · The Databricks Feature Store provides a central registry for features used in your AI and ML models. Feature tables and models are registered in Unity Catalog, providing built …

Client for interacting with the Databricks Feature Store. Creates and returns a FeatureTable with the given name and primary keys. Uses the provided schema or the inferred schema of the …

Nov 11, 2025 · Databricks Online Feature Stores are a high-performance, scalable solution for serving feature data to online applications and real-time machine learning models.

Nov 11, 2025 · Databricks Online Feature Stores are a high-performance, scalable solution for serving feature data to online applications and real-time machine learning models.

Feature stores orchestrate data pipelines to transform raw data into feature values. They can consume batch, streaming, and real-time data to combine historical context with the freshest …

May 15, 2025 · For online serving, a feature store delivers a single vector of features at a time made up of the freshest feature values. Responses are served through a high-performance …

Jun 23, 2025 · Wondering how it can enhance your machine learning projects on Databricks? This demo will guide you through the essentials of using a feature store, showing you how to create …

Register an existing Delta table as a feature table with the given primary keys. This API is not required if the table is already in Unity Catalog and has primary keys. The registered feature …