Unlimited Data Science Libraries in One Container Image - Dynamic Environment Modules for Kubernetes
Offered By: CNCF [Cloud Native Computing Foundation] via YouTube
Course Description
Overview
Explore a 41-minute conference talk from KubeCon + CloudNativeCon North America 2022 that addresses the challenges of managing multiple data science libraries and applications in Kubernetes environments. Learn how to leverage environment modules inside Kubernetes to dynamically access thousands of scientific libraries, languages, and packages without the need for multiple container images or oversized golden images. Discover a production-proven architecture inspired by High Performance Computing (HPC) that can be implemented in your own Kubernetes environment, offering agility, versatility, and efficient resource scaling for data science workflows.
Syllabus
Unlimited Data Science Libraries, One Container Image, No Insta... Guillaume Moutier & Kenneth Hoste
Taught by
CNCF [Cloud Native Computing Foundation]
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