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.