Learning path

NVIDIA Run:ai for Platform Engineers

Skill Level
Fundamentals
Duration 1 hour 30 minutes
Updated Oct 27, 2025

About this learning path

Welcome to the NVIDIA Run:ai for Platform Engineers Learning Path! This learning path is designed to build both foundational knowledge and practical skills for platform engineers and administrators responsible for managing GPU resources at scale. It begins by introducing learners to the key components of the NVIDIA Run:ai platform, including its Control Plane and Cluster, and explains how NVIDIA Run:ai extends Kubernetes to orchestrate AI workloads efficiently. The learning path then covers essential topics such as authentication and role-based access, organizational management through projects and departments, and workload operations using assets, templates, and policies. Learners will also explore GPU fractioning to understand how NVIDIA Run:ai maximizes GPU utilization and ensures fair resource allocation across teams. All this builds toward a hands-on lab experience designed to reinforce your learning and give you practical experience working directly with NVIDIA Run:ai.

Your instructors

Prerequisites

  1. Basic Understanding of Kubernetes Concepts
  2. General AI/ML Knowledge
  3. Foundational Platform Administration Experience

What you'll learn

  1. Understand the NVIDIA Run:ai Platform Architecture
  2. Manage Users, Roles, and Access Rules
  3. Organize Resources with Projects and Departments
  4. Deploy and Manage AI Workloads Efficiently
  5. Optimize GPU Utilization with Fractioning

Technologies

Learning path
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NVIDIA Run:ai for Platform Engineers
  1. 1. Platform & Architecture
    1. Enroll in this learning path to view locked contentOverview of NVIDIA Run:ai Architecture
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  2. 2. Access & Organizational Management
    1. Enroll in this learning path to view locked contentManaging Users and Roles in NVIDIA Run:ai
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    2. Enroll in this learning path to view locked contentOrganizational Management With NVIDIA Run:ai
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  3. 3. GPU Resource Orchestration
    1. Enroll in this learning path to view locked contentNVIDIA Run:ai Workloads Explained
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    2. Enroll in this learning path to view locked contentNVIDIA Run:ai GPU Fractioning
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  4. 4. Get Hands-on
    1. Enroll in this learning path to view locked contentNVIDIA Run:ai for Platform Administrators
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  5. 5. Conclusion
    1. Enroll in this learning path to view locked contentQuiz
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    2. Enroll in this learning path to view locked contentLearning Path Complete
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