ML Ops design patterns with Kubeflow Pipelines - Amy Unruh, Google
Автор: CNCF [Cloud Native Computing Foundation]
Загружено: 2021-05-14
Просмотров: 5430
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.
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