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The NERC's OpenShift AI dashboard Overview

In the NERC's RHOAI dashboard, you can see multiple links on your left hand side.

  1. Data Science Projects: View your existing projects. This will show different projects corresponding to your NERC-OCP (OpenShift) resource allocations. Here, you can choose specific projects corresponding to the appropriate allocation where you want to work. Within these projects, you can create workbenches, deploy various development environments (such as Jupyter Notebooks, VS Code, RStudio, etc.), create connections, or serve models.

    What are Workbenches?

    Workbenches are development environments. They can be based on JupyterLab, but also on other types of IDEs, like VS Code or RStudio. You can create as many workbenches as you want, and they can run concurrently.

  2. Model: Manage and view the health and performance of your deployed models across different projects corresponding to your NERC-OCP (OpenShift) resource allocations.

    • Model deployments: Manage and view the health and performance of your deployed models. Also, you can "Deploy Model" to a specific project selected from the dropdown menu here. Models enable you to quickly serve trained models for real-time inference. Each data science project can have multiple model servers, and each server can host multiple models.

  3. Data Science Pipelines:

    • Pipelines: Manage your pipelines for a specific project selected from the dropdown menu.

    • Runs: Manage and view your runs for a specific project selected from the dropdown menu.

  4. Experiments: An Experiment in RHOAI is a logical grouping of multiple pipeline runs that share a common objective or context. For example, you might create an experiment to test different hyperparameter configurations, preprocessing strategies, or model architectures for the same dataset.

  5. Applications:

    • Enabled: Launch your enabled applications, view documentation, or get started with quick start instructions and tasks.

    • Explore: View optional applications for your RHOAI instance.

      NOTE: Most of them are disabled by default on NERC RHOAI right now.

  6. Resources: Access all learning resources that Resources showcases various tutorials or demos helping your onboarding to the RHOAI platform.