Machine Learning Abstractions with Kubeflow

Kubeflow is an open-source platform for developing, deploying and managing machine learning systems. Built on top of Kubernetes, it is designed to be both portable and scalable. There are many components that form a Kubeflow installation and recently we have been working with a number of customers to help them evaluate its potential. However, in this post we are going to focus specifically on how Kubeflow leverages the extensibility of Kubernetes to implement machine learning specific functionality.