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America First Credit Union optimizes their MLOps stack with the Hopsworks Feature Store

Oct 11, 2022, 8:40 PM · 20 min

America First Credit Union has been able to achieve exceptional gains over their previous process for training models by adopting the Hopsworks Feature Store as a core part of their workflow. These optimizations involve both a conversion from Oracle SQL centric workflows to PySpark workflows, as well as the use of HopsFS rather than Oracle RDBMS. These optimizations fall into a couple areas: compliance, speed of compute, speed of data access, and standardization of data access for machine learning models.

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