From what I understand, machine learning models may use this in ETL pipelines as well as serving as part of the models themselves. There's an article on that here: https://medium.com/analytics-and-data/overview-of-the-differ...

FeatureBase could be the "feature store" in the middle of the batch prediction section's diagram, or simply be a drop-in replacement for the model's registry.