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CNCF [Cloud Native Computing Foundation]

ML Ops Design Patterns with Kubeflow Pipelines

CNCF [Cloud Native Computing Foundation] via YouTube

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This talk discusses why moving machine learning workflows from notebooks to production is difficult, presents patterns to address those challenges, and demonstrates them with Kubeflow Pipelines.

Syllabus

Intro
ML Ops challenges
Kubeflow pipelines
Pipeline examples
Second example

Taught by

CNCF [Cloud Native Computing Foundation]

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