November 13–15, 2018 - Shanghai, China
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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, Microsoft
David leads Open Source Machine Learning Strategy at Azure. This means he spends most of his time helping humans to convince machines to be smarter. He is only moderately successful at this.Previously, he led product management for Kubernetes, launched Google Kubernetes Engine and... Read More →

Fei Xue

Product Manager, Ant Financial
Fei Xue is currently a product manager at Ant Financial working on ML and data platform. Fei was an early 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... Read More →

Wednesday November 14, 2018 13:55 - 14:30 CST
2F Room 1