MLOps #27 ML Observability // Aparna Dhinakaran - Chief Product Officer at Arize AI

Agentic Conversations (formally mlops.community) · Jul 24, 2020 · 55m

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As more and more machine learning models are deployed into production, it is imperative that we have better observability tools to monitor, troubleshoot, and explain their decisions. In this talk, Aparna Dhinakaran, Co-Founder, CPO of Arize AI (Berkeley-based startup focused on ML Observability), will discuss the state of the commonly seen ML Production Workflow and its challenges. She will focus on…