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October 31 - November 1 - Co-Located Events
October 28-30 - Conference
Lyon Convention Centre - Lyon, France
More information for Open Source Summit + Embedded Linux Conference Europe 2019
Tuesday, October 29 • 11:30 - 12:05
Using Kubeflow Pipelines for Building Machine Learning Pipelines - Yufeng Guo, Google

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Kubeflow is an open-source project dedicated to making deployments of machine learning workflows on Kubernetes simple, portable and scalable. This session will focus on Kubeflow Pipelines, a platform to enable end-to-end orchestration of ML pipelines as well as easy experimentation and re-use. You'll learn how to build and manage machine learning workloads that can scale.

Kubeflow is a very exciting open-source project that bridges the gap between the DevOps world with the machine learning world. There are many concepts that can be highly valuable to cross-pollinate between these worlds, and Kubeflow helps codify that into best practices.

Learn more about Kubeflow Pipelines at https://www.kubeflow.org/docs/pipelines/pipelines-overview/

Speakers
avatar for Yufeng Guo

Yufeng Guo

Developer Advocate, Machine Learning, Google
Yufeng is a Developer Advocate at Google focusing on Cloud AI, where he is working to make machine learning more understandable and usable for all. He is the creator of the YouTube series AI Adventures, at yt.be/AIAdventures, exploring the art, science, and tools of machine learning.He... Read More →



Tuesday October 29, 2019 11:30 - 12:05
Rhone 1
  • Session Slides Included Yes