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October 11-15
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Friday, October 15 • 9:05am - 9:20am
Keynote: AutoML on Kubernetes Made Easy With Kubeflow - Jimmy Guerrero, Arrikto & Mariam Zarrabi, Shell

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This session describes how we use Kubeflow to make automated machine learning (AutoML) on Kubernetes easier and simpler than ever.

Follow our journey as we teach our systems to learn and completely automate an ML workflow. Given a dataset and an ML task, we create a data representation view which enables us to automate the whole ML pipeline, from data processing and feature transformation to model selection, training, optimizing, and ensembling. Finally, serve the predictor as a scalable API in a completely automated fashion.

We will also demonstrate how everything is now trackable via intuitive UIs and ML metadata and how our new model registry UI makes it easy to view, compare, select and explore different models. Our platform makes Data Scientists self-sufficient, increases their velocity while reducing the DevOps overhead. All of this results in a dramatic improvement of the development-to-production time.

avatar for Jimmy Guerrero

Jimmy Guerrero

VP Community & Marketing, Arrikto
VP of Community and Marketing at Arrikto - one of the leading contributors to the latest 1.3 Kubeflow release.

Mariam Zarrabi

Senior Product Manager, Shell, Renewable & Energy Solutions

Friday October 15, 2021 9:05am - 9:20am PDT
West Hall + Online
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