EIDF Kubernetes Tutorial and Demos

Welcome to an in-depth look at working with Docker and Kubernetes as part of the EIDF GPU Cluster transition guide. This repository serves as a complement to our YouTube tutorial, providing step-by-step walkthroughs for beginners and machine learning enthusiasts wanting to make the most of Docker and Kubernetes.

Demos

The repository includes four in-depth demos:

1. Starter Docker Demo: A beginner-friendly introduction to Docker that covers the basics - perfect if you're new or need a refresher.
2. Advanced Docker Demo: A more nuanced Docker tutorial aimed at Machine Learning practitioners. This demo takes you through the creation of Docker containers suitable for ML tasks.
3. Kubernetes Demo 1: A straightforward tutorial introducing Kubernetes concepts and demonstrating how to create and manage pods and jobs.
4. Kubernetes Demo 2: An in-depth look at running complex workflows and managing resources in a Kubernetes environment.

License

MIT License

Useful Links

• Main Package Discussed-Kubejobs:
• Slide content:
• Slack EIDF Group:
• EIDF Community Github:
• EIDF official docs:
• A Github repo with helpful kubernetes workflow nuggets
• A recipe for achieving state-less, fault tolerant experimentation for smooth sailing
• EIDF Portal