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DevConf.CZ 2019 has ended

Sunday, January 27 • 12:30pm - 1:20pm
Kubeflow: ML on OpenShift

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Kubeflow is an open source project that has quickly emerged as the de-facto machine learning toolkit for Kubernetes. Kubeflow aims to provide stability, composability, and portability for machine learning by leveraging Kubernetes and other ecosystem projects to implement the infrastructure required to deliver a comprehensive ML platform for data scientists and DevOps engineers alike. This talk will explore the origins of the project, its core architecture, and integration with complementary projects such as JupyterHub, Pachyderm, and SeldonIO. We will examine the user experience, from deployment to notebooks. The presentation will also discuss its relevance to OpenShift and how the emerging popularity of the Operator SDK can expand the capabilities of Kubeflow.

Speakers
avatar for Peter MacKinnon

Peter MacKinnon

Principal Software Engineer, RH - Raleigh - Red Hat Tower
Pete MacKinnon is a Principal Software Engineer in the AI Center of Excellence at Red Hat. He is actively involved in the open source Kubeflow project with Google and Microsoft engineers to bring TensorFlow machine learning workloads to container environments (Kubernetes and OpenShift... Read More →



Sunday January 27, 2019 12:30pm - 1:20pm
D105

Attendees (72)