google / learn-oss-with-google

In this repo, we share code samples from "Learn Kubernetes with Google" video series. This repo may expand with series on other projects in the future!

Learn OSS with Google

Welcome! This repo serves as the home to snippets and examples from the Learn Open Source with Google Video Series! A series of short videos from Google Experts going over a wide variety of topics.

• Kubernetes (Playlist)
  • Intro to Horizontal Pod Autoscaler (HPA)
  • HPA: Scaling by Resource
  • Gateway API: Key concepts
  • Gateway API: HTTP Routing

K8s Job usage examples

This repo also showcases the use of Kubernetes Jobs to perform various tasks. The examples focus on the Job-code integration, so some aspects of the code are simplified.

Examples:

• Distributed ML training with JAX
• Distributed ML training with PyTorch
• Agent-environment simulations