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CNCF [Cloud Native Computing Foundation]

GitOps for Machine Learning Pipelines

CNCF [Cloud Native Computing Foundation] via YouTube

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This talk demonstrates using GitOps to manage machine learning work across training, hyperparameter tuning, and pipeline deployment. It introduces Kubeflow and shows an end-to-end pipeline deployment with Argo CD.

Syllabus

GitOps for Machine Learning Pipelines - Rishit Dagli, University of Toronto & Shivay Lamba

Taught by

CNCF [Cloud Native Computing Foundation]

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