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Thursday, October 1 • 5:25pm - 5:55pm
ML Engineering Kubeflow - Pavel Dournov, Google Cloud

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Kubeflow offers a Kubernetes native ML Platform stack with a wide spectrum of capabilities, and deployable anywhere Kubernetes runs. In this talk we will give an overview of the Kubeflow project and architecture, and will do a deeper dive into the ML Engineering practices for creating robust ML workflows and their implementation with Kubeflow Pipelines and Tensorflow Extended, leveraging the pipelines DSL and ML Metadata and automatic data lineage tracking.

Speakers
avatar for Pavel Dournov

Pavel Dournov

Engineering Manager, Google Cloud AI Platform
Pavel is an engineering manager in Google Cloud AI Platform, working on AI infrastructure services specialized in deploying and scaling AI workloads on Google Cloud. Pavel supports the teams building Kubeflow Pipelines and TFX on Cloud. Prior to Google Pavel helped build Azure Machine... Read More →



Thursday October 1, 2020 5:25pm - 5:55pm PDT
Virtual 2
  Case Studies
  • Slides Included Yes