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NVIDIA NCA-AIIO Dumps Questions Answers

Exam Code:
NCA-AIIO
Last Update: Jul 10, 2025
50 Questions Answers with Explanation Detail
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NCA-AIIO Q&A's Detail

Exam Code:
NCA-AIIO
Total Questions:
50 Q&A's
Single Choice Questions:
47 Q&A's
Multiple Choice Questions:
3 Q&A's

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All NVIDIA-Certified Associate Related Certification Exams

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NVIDIA NCA-AIIO Exam Dumps FAQs

The NVIDIA Certified Associate AI Infrastructure and Operations (NCA-AIIO) Exam is an entry-level certification that validates foundational knowledge of AI computing, infrastructure, and operations.
The NCA-AIIO exam is targeted toward IT administrators, infrastructure engineers, AI support staff, and data center professionals. Its ideal for anyone involved in managing AI infrastructure using NVIDIA solutions, including those new to AI operations.

The NVIDIA NCA-AIIO exam covers essential AI infrastructure and operations topics, including:

  • Accelerated computing use cases
  • AI, machine learning, and deep learning fundamentals
  • NVIDIA GPU architecture
  • NVIDIA software suite
  • Infrastructure and operational considerations for AI adoption
The exam consists of 50 multiple-choice questions and has a 60-minute time limit.
NVIDIA does not publicly disclose the passing score, but candidates should aim for at least 70% to ensure success.
Yes, NVIDIA certifications are worth it for professionals in AI, machine learning, deep learning, and accelerated computing. They offer industry recognition, career advancement, hands-on learning, and employer trust, making them valuable for those looking to specialize in AI infrastructure and operations.

Here are the key differences between NVIDIA NCA-AIIO and NCA-GENL certifications:

  • NCA-AIIO: The NCA-AIIO Exam focuses on AI infrastructure and operations, ideal for IT professionals managing AI workloads.
  • NCA-GENL: The NCA-GENL Exam is centered on Generative AI and LLMs, suitable for AI researchers and ML engineers working with NeMo, Triton, and AI model deployment.
Marks4sure provides NCA-AIIO real exam questions, exam dumps, and PDF questions to help candidates prepare effectively.
NVIDIA updates the exam periodically to reflect the latest AI infrastructure advancements. Marks4sure ensures that NCA-AIIO study materials are always up to date

NVIDIA-Certified Associate AI Infrastructure and Operations Questions and Answers

Questions 1

In an AI cluster, what is the importance of using Slurm?

Options:

A.

Slurm is used for data storage and retrieval in an AI cluster.

B.

Slurm is responsible for AI model training and inference in an AI cluster.

C.

Slurm is used for interconnecting nodes in an AI cluster.

D.

Slurm helps with managing job scheduling and resource allocation in the cluster.

Questions 2

How is out-of-band management utilized by network operators in an AI environment?

Options:

A.

It is used to remotely manage and troubleshoot network devices independently of the production network.

B.

It is used to directly manage the AI model’s learning rate during training sessions.

C.

It is used to increase the computational power of AI models by adapting additional processing resources.

D.

It is used to manage the data throughput of AI applications by prioritizing network traffic.

Questions 3

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

Options:

A.

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

B.

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

C.

Training and inference both require large amounts of data.

D.

Training and inference both require real-time processing.

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