Europe time Zone Friendly

Advanced Kubeflow Workshop

Date: July 28, 2022 6:00 AM Pacific Time (US and Canada)
Kubeflow familiarity: Intermediate to Advanced

This workshop is for individuals already familiar with the basics of machine learning and Kubeflow looking to understand how to deploy models end-to-end while solving the following challenges in detail using practical examples:

  • Introduction to Rok Data Management and Storage for Kubernetes
  • How to Turn Notebooks Into Pipelines with Minimal Code Using Kale
  • How to Accomplish Hyper Parameter Tuning with Katib
  • How to Recreate Whole Environments with Snapshots
  • Monitoring
  • Understanding A/B Multi Arm Bandit Testing
  • Concurrency within the Kubeflow Environment
  • Resiliency
  • How Model Pipelines Tie Into Ci/CD Pipelines
  • External Data Sources

Register Now!

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