Introducing Feature Views

Feature Views is a Databricks capability that provides a standardized way to define, manage, and serve machine learning features across an organization. This feature enables data teams to create reusable feature definitions that can be stored, versioned, and shared across different ML workflows and models. Feature Views helps reduce redundancy, improve governance, and ensure consistency in how features are engineered and accessed for model training and inference.

Source: Databricks | 2026-07-10