NCA-AIIO domain - 40% of the exam
AI Infrastructure
AI Infrastructure is 40% of the NVIDIA-Certified Associate: AI Infrastructure and Operations (NCA-AIIO) exam. These are the objectives it covers, each with practice questions and worked explanations.
Objectives in this domain
- Identify hardware requirements for specific AI training task use cases.Section 2.1medium
- Scale a GPU infrastructure for different use cases.Section 2.2medium
- Identify key concepts and high-level specifications for power and cooling.Section 2.3medium
- Articulate the advantages, challenges, and considerations of on-premise versus cloud infrastructure.Section 2.4medium
- Identify key components and considerations of accelerated infrastructure clusters.Section 2.5medium
- Identify facility requirements for accelerated infrastructure.Section 2.6medium
- Determine networking requirements for AI workloads.Section 2.7medium
- Identify and describe data centre networking protocols and key concepts.Section 2.8medium
- Identify high-speed data centre network options and their use cases.Section 2.9medium
- Explain the purpose and benefits of a DPU in a data centre.Section 2.10medium
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