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Savin Goyal

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titleconferencedate
Human-Friendly, Production-Ready Data Science Stack With Metaflow & KubernetesKubeCon + CloudNativeCon North America 20222022-10-24
Metaflow + Kubernetes integration lets data scientists write Python DAGs locally and transparently scale steps to Kubernetes or AWS Batch while keeping every…
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Human Friendly, Production Ready Data Science StackAI @Scale 20222022-09-28
An open‑source stack from Netflix called Metaflow provides concrete, production features: Python @step decorator to define DAG nodes, automatic snapshotting…
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More Data Science, Less EngineeringOpML '202020-07-28
Netflix uses an open source Metaflow framework to let data scientists write idiomatic Python DAGs with decorators that declare steps, automatic state…
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Human-Centric ML Infrastructure at NetflixScale By The Bay 20192019-11-13
Metaflow packages each run’s Python code, Conda environment and immutable data snapshots so executions are reproducible across local laptop or cloud; it…
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