Sponsored Keynote: Scaling Machine Learning Without Compromising Privacy - Nanda Vijaydev
Channel: CNCF [Cloud Native Computing Foundation]
Date: 04/12/2020

Don’t miss out! Join us at our upcoming event: KubeCon + CloudNativeCon Europe 2021 Virtual from May 4–7, 2021. Learn more at https://kubecon.io. The conference features presentations from developers and end users of Kubernetes, Prometheus, Envoy, and all of the other CNCF-hosted projects.    

Sponsored Keynote: Scaling Machine Learning Without Compromising Privacy - Nanda Vijaydev, Lead Data Scientist and a Distinguished Technologist, HPE

No matter what kind of machine learning (ML) applications you are building for your business, securing your end-to-end ML pipeline is essential yet complicated.  ML pipelines become more powerful by distributing a complex network of stages across many environments, often with multiple users and roles. This session will cover how you can leverage open source projects such as SPIRE, OPA, and Envoy to provide a fine-grained policy overlay for your ML pipeline. 

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