The tutorial will cover the fundamentals of running machine learning and GPU jobs on the Nautilus hyper-cluster. Participants will learn about the basic concepts of Kubernetes, deploying jobs and pods to Nautilus, running GPU jobs, and scaling computer vision models using job automation. The hands-on workshop will encourage participants to assist each other and apply what they learn to their own research problems.
Topics covered include:
- Kubernetes Architecture and Concepts
- Hands-on with Nautilus HyperCluster
- Deploying Pods and Jobs in Kubernetes using Nautilus
- Deploying Scikit Learn ML Jobs to Kubernetes
- Deploying GPU Jobs to Kubernetes for Training Computer Vision Models
- Scaling Computer Vision Models on Kubernetes with Job Automation
Dates: August 20th, 2025
Times: 12:00 p.m. - 3:00 p.m. Central
Location:
Remote - Registration Only!