Building a model training pipeline

Red Hat OpenShift pipelines automate training and deployment workflows. They are based on the Kubeflow pipeline domain-specific language (DSL) and backed by the Tekton engine. In this section, you will build a pipeline from the notebook you created earlier. In the next chapters, you will add more stages to this pipeline.

Installing Red Hat OpenShift Pipelines

This is a familiar process where you log in to OpenShift, select the right operator, and perform an install. Follow the next steps to install the pipeline operator:

1. Log in to the OpenShift console and search for OpenShift Pipelines from OperatorHub, as shown in Figure 4.9. Click on the Red Hat OpenShift Pipelines tile:

Figure 4.9 – OpenShift Pipelines operator

2. Using all the default options, click on the Install button, as shown in Figure 4.10:

Note

The version of the operator may have already changed by the time you are reading...