NCA-AIIO domain - 38% of the exam
Essential AI Knowledge
Essential AI Knowledge is 38% 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
- Describe the NVIDIA software stack used in an AI environment.Section 1.1medium
- Compare and contrast training and inference architecture requirements and considerations.Section 1.2medium
- Differentiate the concepts of AI, machine learning, and deep learning.Section 1.3easy
- Explain factors contributing to the recent rapid improvement and adoption of AI.Section 1.4easy
- Explain key AI use cases and industries.Section 1.5easy
- Explain the purpose and use case of various NVIDIA solutions.Section 1.6medium
- Describe software components related to the lifecycle of AI development and deployment.Section 1.7medium
- Compare and contrast GPU and CPU architectures.Section 1.8medium
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