Chapter 2. Overview of installing and deploying OpenShift Data Science
Red Hat OpenShift Data Science is a platform for data scientists and developers of artificial intelligence (AI) applications. It provides a fully supported environment that lets you rapidly develop, train, test, and deploy machine learning models on-premises and/or in the public cloud.
OpenShift Data Science is provided as a managed cloud service add-on for Red Hat OpenShift or as self-managed software that you can install on-premise or in the public cloud on OpenShift. For information on installing OpenShift Data Science as a managed cloud service add-on, see Installing OpenShift Data Science.
Installing OpenShift Data Science involves the following high-level tasks:
- Confirm that your OpenShift Container Platform cluster meets all requirements.
- Configure an identity provider for OpenShift Container Platform.
- Add administrative users for OpenShift Container Platform.
- Install the OpenShift Data Science Operator.
- Configure user and administrator groups to provide user access to OpenShift Data Science.
- Access the OpenShift Data Science dashboard.
- Optionally, enable graphics processing units (GPUs) in OpenShift Data Science to ensure that your data scientists can use compute-heavy workloads in their models.
