Monitoring MLOps Workflows with Flyte-powered Grafana Dashboards

Опубликовано: 31 Июль 2023
на канале: Civo

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Learn how to monitor MLOps workflows effectively with Flyte-powered Grafana dashboards in this talk from Navigate NA 2023. Shivay Lamba discusses the importance of monitoring in the MLOps journey, highlighting the unique challenges in monitoring machine learning models compared to standard software development. Discover how Flyte, an open-source project, can help manage and monitor ML tasks efficiently, and see a live demonstration of setting up Grafana dashboards to visualize system metrics like CPU and GPU utilization. Take advantage of this opportunity to enhance your MLOps monitoring skills and optimize your machine learning workflows.

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