ML Ops design patterns with Kubeflow Pipelines - Amy Unruh, Google
Channel: CNCF [Cloud Native Computing Foundation]
Date: 14/05/2021

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon North America 2021 in Los Angeles, CA from October 12-15. Learn more at https://kubecon.io The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.

ML Ops design patterns with Kubeflow Pipelines - Amy Unruh, Google

When moving your ML workflows from notebook exploration to production, many new problems can arise. We'll talk about some of the reasons this transition can be difficult; discuss patterns that can address these problems; then show how Kubeflow Pipelines (KFP) can be used to support and implement these patterns, and demo KFP in action.