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August 19-21 - Co-Located Events
August 21-23 - Conference
Hilton San Diego Bayfront - San Diego, CA
More information for Open Source Summit + Embedded Linux Conference North America 2019
Thursday, August 22 • 12:05pm - 12:40pm
Introduction to Using and Use Cases of KubeFlow - Jonathan Gershater, Red Hat & Boris Lublinsky, Lightbend

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Kubernetes is evolving to be the hybrid solution for deploying complex workloads on private and public clouds. KubeFlow is an open source project that provides Machine Learning (ML) resources on Kubernetes clusters.

This talk will provide an introduction to KubeFlow, and its main components. Kubeflow is an open source platform for developing and running kubernetes-native machine learning workloads. Then, we’ll walk through a small end-to-end example of machine learning using Jupiter notebooks, converting it to a MLJob and using a trained model for machine serving to demonstrate the power of KubeFlow components and its kubernetes native approach.

The session will include a demonstration of a machine learning model for a recommender, suggesting products based on customers’ prior purchases and a products that a company wants to promote.

Attendees will learn the basics of kubeflow, machine learning and how to get involved in the kubeflow community. Code samples will be provided.

Speakers
avatar for Boris Lublinsky

Boris Lublinsky

Software architect, Lightbend
Boris Lublinsky is a software architect at Lightbend, where he specializes in big data, stream processing, and services. Boris has over 30 years’ experience in enterprise architecture. Over his career, he has been responsible for setting architectural direction, conducting architecture... Read More →
avatar for Jonathan Gershater

Jonathan Gershater

Senior Product Marketing Manager, Red Hat
Jonathan Gershater has lived and worked in Silicon Valley since 1996. At Red Hat, Jonathan leads market analysis for Red Hat’s cloud, container and kubernetes solutions. Prior to Red Hat Jonathan worked at Trend Micro, Sun Microsystems, Entrust Technologies and 3Com.Jonathan has... Read More →


Thursday August 22, 2019 12:05pm - 12:40pm
Sapphire H
  • Session Recorded Yes