Intro to Kubeflow and its related concepts

Kubeflow is an open-source project designed to exploit the advantages of k8s in the world of machine learning (ML). Based on TensorFlow

As you can see Kubeflow itself doesn't do the machine learning, but it provides a framework in which to run it on k8s. For this, I'll be using PyTorch to demonstrate.

Demo examples available: https://github.com/kubeflow/examples#demos

• Doing this on a Windows machine isn't worth the effort. Linux or MacOS is recommended.