NCA-AIIO Exam - Free Actual Q&As, Page 1

NCA-AIIO Actual Exam Questions

Last updated on June 9, 2025.

Vendor:NVIDIA

Exam Code:NCA-AIIO

Exam Name:NCA - AI Infrastructure and Operations

Exam Questions:50

Topic 1 - Exam A

Question #1 Topic 1

A company is implementing a new network architecture and needs to consider the requirements and considerations for training and inference. Which of the following statements is true about training and inference architecture?

A. Training architecture and inference architecture have the same requirements and considerations.
B. Training architecture is only concerned with hardware requirements, while inference architecture is only concerned with software requirements.
C. Training architecture is focused on optimizing performance while inference architecture is focused on reducing latency.
D. Training architecture and inference architecture cannot be the same.

Reveal Solution Discussion

Correct Answer: C 🗳️

Question #2 Topic 1

For which workloads is NVIDIA Merlin typically used?

A. Recommender systems
B. Natural language processing
C. Data analytics

Reveal Solution Discussion

Correct Answer: A 🗳️

Question #3 Topic 1

Which NVIDIA parallel computing platform and programming model allows developers to program in popular languages and express parallelism through extensions?

A. CUDA
B. CUML
C. CUGRAPH

Reveal Solution Discussion

Correct Answer: A 🗳️

Question #4 Topic 1

Which of the following aspects have led to an increase in the adoption of AI? (Choose two.)

A. Moore’s Law
B. Rule-based machine learning
C. High Powered GPUs
D. Large amounts of data

Reveal Solution Discussion

Correct Answer: CD 🗳️

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