About Vertex AI Feature Store
Introduction to Vertex AI Feature Store
Provides an overview of Vertex AI Feature Store.
Data model and resources
Learn about the Vertex AI Feature Store data model and its resources.
Source data requirements
Learn about Vertex AI Feature Store requirements for ingesting source data.
Set up your project and permissions to work with Vertex AI Feature Store.
View guidance on how to use Vertex AI Feature Store in certain situations.
Use Vertex AI Feature Store
Create, list, describe, update, and delete featurestores.
Manage entity types
Create, list, and delete entity types.
Manage and find features
Create, list, search, describe, and delete features.
Batch ingest feature values
Import source data into a featurestore.
Make real-time updates to feature values.
Serve the latest feature values for online predictions.
Bulk serve feature values for training ML models or batch predictions.
Export feature values
Export feature values for entities of a single entity type for archiving or ad hoc analysis.
Delete feature values
Delete feature values from an entity type.
Monitor featurestores and feature values.