Installing Red Hat ODS

The Red Hat ODS service enables data science teams to execute data science and ML workflows by integrating Red Hat components, open source software (OSS), and partner offerings. Its primary goal is to provide a collaborative and scalable environment for data scientists and data engineers to develop, deploy, and manage ML and AI applications.

With ODS, data scientists can leverage familiar tools such as Jupyter Notebook to create interactive development environments for their data analysis and model development tasks. You can easily build and train ML models using frameworks such as TensorFlow, PyTorch, and scikit-learn. Red Hat ODS includes JupyterHub, Git integration, model deployment, and model serving and is based on the upstream open source project, Open Data Hub (ODH). You will learn more about the details and internal components of Red Hat ODS in the next chapters.

OpenShift makes it very easy to install ODS in the following easy steps. ODS is packaged...