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Amy Unruh

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titleconferencedate
ML Ops on Google Cloud PlatformCraft Conference 20212021-06-02
Overview of deploying ML on Google Cloud with concrete tools and results: uses Vertex Pipelines (serverless, step caching) and the kfp v2 SDK to build a…
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ML Ops on Google CloudGoogle I/O 20212021-05-18
Claims a serverless, scalable ML workflow platform that logs run metadata for lineage and reproducibility and charges per executed resource use. Shows Vertex…
Talk on
ML Ops design patterns with Kubeflow PipelinesKubernetes AI Day Europe 20212021-05-04
Shows concrete MLOps patterns implemented with Kubeflow Pipelines using the Python SDK on a standalone GKE install: pipelines log to a metadata server, support…
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