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NVIDIA Run:ai for Platform Engineers
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.
Learning Path
NVIDIA Run:ai Researcher Sandbox
This hands-on lab provides a comprehensive introduction to NVIDIA Run:ai, a powerful platform for managing AI workloads on Kubernetes. Designed for AI practitioners, data scientists, and researchers, this lab will guide you through the core concepts and practical applications of Run:ai's workload management system.
Sandbox Lab
•164 launches
AI Prompt Injection Lab
Explore the hidden dangers of prompt injection in Large Language Models (LLMs). This lab reveals how attackers manipulate LLMs to disclose private information and behave in ways that they were not intended to. Discover the intricacies of direct and indirect prompt injection and learn to implement effective guardrails.
Foundations Lab
•760 launches
The NetApp and NVIDIA Infrastructure Stack
Welcome to part 1 of the videos series about the RAG Lab Infrastructure built in collaboration with NetApp, NVIDIA, and World Wide Technology. This video series will take you behind the scenes of this state-of-the-art lab environment inside the AI Proving Ground from WWT, powered by the Advanced Technology Center.
Video
•4:45
•Aug 23, 2024
Introduction to the Run:ai running on Dell's Validated Design for AI
Take a behind-the-scenes look at a state-of-the-art AI lab, showcasing how Run:ai optimizes AI workloads, Red Hat OpenShift manages and scales AI applications, and Dell's validated design provides the powerful hardware foundation for AI innovation.
Video
•1:24
•May 23, 2024