NCA - AI Infrastructure and Operations

Here you have the best NVIDIA NCA-AIIO practice exam questions

You have 90 total questions across 18 pages (5 per page)
These questions were last updated on February 13, 2026
This site is not affiliated with or endorsed by NVIDIA.

Question 1 of 90

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?

Training architecture and inference architecture have the same requirements and considerations.

Training architecture is only concerned with hardware requirements, while inference architecture is only concerned with software requirements.

Training architecture is focused on optimizing performance while inference architecture is focused on reducing latency.

Training architecture and inference architecture cannot be the same.

Question 2 of 90

For which workloads is NVIDIA Merlin typically used?

Recommender systems

Natural language processing

Data analytics

Question 3 of 90

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

CUDA

CUML

CUGRAPH

Question 4 of 90

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

Moore’s Law

Rule-based machine learning

High Powered GPUs

Large amounts of data

Question 5 of 90

In training and inference architecture requirements, what is the main difference between training and inference?

Training requires real-time processing, while inference requires large amounts of data.

Training requires large amounts of data, while inference requires real-time processing.

Training and inference both require large amounts of data.

Training and inference both require real-time processing.

About the NVIDIA NCA-AIIO Certification Exam

About the Exam

The NVIDIA NCA-AIIO (NCA - AI Infrastructure and Operations) validates your knowledge and skills. Passing demonstrates proficiency and can boost your career prospects in the field.

How to Prepare

Work through all 90 practice questions across 18 pages. Focus on understanding the reasoning behind each answer rather than memorizing responses to be ready for any variation on the real exam.

Why Practice Exams?

Practice exams help you familiarize yourself with the question format, manage your time, and reduce anxiety on the test day. Our NCA-AIIO questions are regularly updated to reflect the latest exam objectives.