Red Hat OpenShift Data Science (RHODS)

In this section, you will explore the components that form the ML platform stack. The technology stack is a combination of Red Hat components, Red Hat partner components, and open source software. It’s called RHODS, and it’s Red Hat’s solution for running data science and ML workloads on OpenShift.

Running RHODS on OpenShift gives the freedom to build and deploy models on-premises or on any cloud. The open source version of RHODS is Open Data Hub (https://opendatahub.io). RHODS provides a subset of the components available in Open Data Hub but in a commercially supported way. The RHODS platform integrates well with technology partners to form a complete MLOps stack.

You will learn about the RHODS platform throughout this book. Let’s start by defining some of its building blocks:

• Model development and tuning: RHODS provides out-of-the-box support for JupyterHub, a powerful and popular multi-user Jupyter...