Feature Store Observability: What it is, and why it matters

Tuesday, October 11, 3:20pm - 3:45pm (EDT)

Time shown in-04:00 America, New York

Speaker: Aman Khan, Arize

Machine learning models have become increasingly complex, and it is imperative to utilize better tools to monitor, troubleshoot, and explain their decisions as models move from research to production environments. Feature stores are a common part of the ML platform stack for many teams - however, should a feature store be monitored? Aman, Group product manager at Arize AI, will discuss the state of ML production monitoring, its challenges, and how to actively improve models and features in production.

Add to Calendar 2022/10/11 12:20:00 2022/10/11 12:45:00 America/Los_Angeles Feature Store Observability: What it is, and why it matters Speaker: Aman Khan, Arize

Machine learning models have become increasingly complex, and it is imperative to utilize better tools to monitor, troubleshoot, and explain their decisions as models move from research to production environments. Feature stores are a common part of the ML platform stack for many teams - however, should a feature store be monitored? Aman, Group product manager at Arize AI, will discuss the state of ML production monitoring, its challenges, and how to actively improve models and features in production. Online false MM/DD/YYYY 30 OPAQUE apQfLtmRnzOiFbgoNmal132273

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Feature Store Summit 2022

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