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Use Cases for Reading Features

Use case Type of store to read from
You read historical feature data, to send it to a model for training. Offline
An application reads online features that it sends to a production model, for inference. Online
An application reads batch features that it sends to a production model, for inference. Offline
During feature development, you read feature data to verify that features are working as expected. Online, Offline

See how to read feature data for training and read feature data for inference.