Feature Store Summit - Feature stores and evaluation stores: better together

Wednesday, October 13, 12:20pm - 12:50pm (EDT)

Time shown in-04:00 America, New York

This presentation is part of the Feature Store Summit
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This event focuses on the role that feature stores play in putting ML models into production, but feature stores alone are not enough to build production machine learning systems.
In this talk, we will define the *evaluation store*, a category of machine learning infrastructure that serves as the single source of truth for model evaluation metrics across all phases of the model lifecycle. Then we will discuss the connection between feature stores and eval stores, and why we believe that these two tools must work together to create robust machine learning systems.

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Add to Calendar 2021/10/13 09:20:00 2021/10/13 09:50:00 America/Los_Angeles Feature Store Summit - Feature stores and evaluation stores: better together This presentation is part of the Feature Store Summit
---
This event focuses on the role that feature stores play in putting ML models into production, but feature stores alone are not enough to build production machine learning systems.
In this talk, we will define the *evaluation store*, a category of machine learning infrastructure that serves as the single source of truth for model evaluation metrics across all phases of the model lifecycle. Then we will discuss the connection between feature stores and eval stores, and why we believe that these two tools must work together to create robust machine learning systems. https://us02web.zoom.us/j/84897688570 false MM/DD/YYYY 30 OPAQUE apQfLtmRnzOiFbgoNmal132273

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https://us02web.zoom.us/j/84897688570

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