Free Dell EMC NCA-AIIO Exam Questions
Absolute Free NCA-AIIO Exam Practice for Comprehensive Preparation
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Dell EMC NCA-AIIO Exam Questions
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Provided By: Dell EMC
- Exam: NVIDIA AI Infrastructure and Operations Associate
- Certification: NVIDIA Certified Associate
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Total Questions: 350
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Updated On: Dec 07, 2025
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Rated: 4.9 |
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Online Users: 700
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Question 1
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You are responsible for overseeing the operations of a data center that supports high-performance AI workloads, including training large deep learning models. The GPUs in your data center generate significant heat, and you notice that temperatures are approaching critical levels. What is the best approach to ensure that the data center maintains optimal performance without risking hardware damage?
Answer: B
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You are responsible for overseeing the operations of a data center that supports high-performance AI workloads, including training large deep learning models. The GPUs in your data center generate significant heat, and you notice that temperatures are approaching critical levels. What is the best approach to ensure that the data center maintains optimal performance without risking hardware damage?
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Question 2
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You are designing a data center platform for a large-scale AI deployment that must handle unpredictable spikes in demand for both training and inference workloads. The goal is to ensure that the platform can scale efficiently without significant downtime or performance degradation. Which strategy would best achieve this goal?
Answer: D
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You are designing a data center platform for a large-scale AI deployment that must handle unpredictable spikes in demand for both training and inference workloads. The goal is to ensure that the platform can scale efficiently without significant downtime or performance degradation. Which strategy would best achieve this goal?
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Question 3
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You are working under the supervision of a senior data scientist to analyze the results of a large-scale machine learning experiment. The experiment produced a vast amount of data, and your task is to create visualizations that effectively convey the key findings to stakeholders. The stakeholders are particularly interested in understanding the model's performance across different categories. Which type of visualization would be most appropriate for comparing the model's performance across multiple categories?
Answer: C
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You are working under the supervision of a senior data scientist to analyze the results of a large-scale machine learning experiment. The experiment produced a vast amount of data, and your task is to create visualizations that effectively convey the key findings to stakeholders. The stakeholders are particularly interested in understanding the model's performance across different categories. Which type of visualization would be most appropriate for comparing the model's performance across multiple categories?
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Question 4
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Which two components are included in GPU Operator? (Choose two.)
Answer: A,C
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Which two components are included in GPU Operator? (Choose two.)
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Question 5
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You are planning to deploy a large-scale AI training job in the cloud using NVIDIA GPUs. Which of the following factors is most crucial to optimize both cost and performance for your deployment?
Answer: B
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You are planning to deploy a large-scale AI training job in the cloud using NVIDIA GPUs. Which of the following factors is most crucial to optimize both cost and performance for your deployment?