November 13–15, 2018 - Shanghai, China
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Simultaneous translation will be provided for all keynote and breakout sessions.
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Wednesday, November 14 • 13:55 - 14:30
A Year of Democratizing ML With Kubernetes & Kubeflow - David Aronchick & Fei Xue, Google

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A year ago, we introduced the Kubeflow project to make end-to-end ML pipelines on Kubernetes composable, portable & scalable. Today, thanks to passionate contributors from all over the world, we have the most popular ML platform for Kubernetes.

At this Kubecon, we are announcing Kubeflow 1.0, graduating the project to generally available. In this talk, we will cover never before seen features: a web-based UI, simplified setup & sophisticated ML tooling including hyperparameter search and Google's TensorFlow Extended project.

Additionally, we will be demonstrating the newly integrated Pipelines project wiring together multi-cloud ML with continuous training and hosted services.

Thanks to Kubernetes native extensibility, we are able to bring ML to an entirely new audience, where as long as you can code, you can build complete end-to-end solutions.

avatar for David Aronchick

David Aronchick

Head of OSS Machine Learning Strategy, Microsoft
David Aronchick leads open source machine learning strategy at Azure. He previously was the Senior Product Manager for the Google Container Engine and led product management on behalf of Google for Kubernetes. David has been helping to ship software for nearly 20 years, founding and... Read More →

Fei Xue 薛菲

Customer Engineer 解决方案架构师, Google
Fei Xue is a member of the Kubeflow team at Google, an open source effort to help developers and enterprise develop and deploy cloud-native machine learning everywhere. Fei comes from a distributed system development background and did neural network research at Microsoft Research... Read More →

Wednesday November 14, 2018 13:55 - 14:30
2F Room 1
  • Skill Level Any