Introducing ODH
ODH is an open source project that provides most of the components required by our ML platform. It comes with a Kubernetes operator and a curated set of open source software components that make up most of the ML platform. In this book, we will mainly use the ODH operator. There are also other components that we will be using in the platform that don't originally come with ODH. One good thing about the ODH operator is the ability to swap default components for another as you see fit for your case.
To build the platform, you will use the following components. In the next few chapters, you will learn about the details of each of these components and how to use them. For now, you just need to understand their purpose at a very high-level:
- ODH operator: A Kubernetes operator that manages the life cycle of different components of the ML platform. It controls and manages the installation and maintenance of the software components used in your ML platform...