Unified Monitoring of Data Science Platforms, Self-service Analytics Platforms & MLOps – Seah Boon Keong, BAT

This talk discusses the use of Unified Monitoring to help provide centralized monitoring of deployed data analytics solutions in Data Science Platforms, Self-Service Analytics Platforms & MLOps.

Session Outline

In this talk, we discuss how we use Unified Monitoring to help provide centralized monitoring of all deployed data analytics solutions in our Data Science Platforms, Self-Service Analytics Platforms and MLOps.

Key Takeaways:

  • What Platforms metrics and insights supported?
  • What we need to prepare to support the numerous data science and analytics platforms to monitor and how we integrate it?
  • How can we monitor the Machine Learning Model job submission?
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