NCA-GENM Exam Preparation Material | Generative AI Multimodal

Prepare for the NCA-GENM with reliable study materials, practice questions, and key exam insights.

Prepare for the NCA-GENM Generative AI Multimodal exam with CertQueen's independently developed study resources. Review important concepts, practice scenario-based questions, and use clear explanations to identify areas that require further study.

Question#1

You are evaluating the performance of an Al model for facial recognition.
What is an important consideration when evaluating the model for bias?

A. The model's processing speed in recognizing faces of different races.
B. The model's accuracy in recognizing individuals of different races.
C. The model's ability to recognize various facial expressions.
D. The model's compatibility with different operating systems.

Question#2

Which of the following best describes the role of the Hugging Face model repository in ML software development?

A. A convenient tool for deploying neural networks for production-scale inference similar to Triton Server.
B. A library for customizing large language models like GPT, LLaMA-2, and Falcon using the NeMo framework.
C. A set of NVIDIA SDKs, such as Riva, NEMO, Triton, and ACE, for implementing neural network architectures.
D. A platform for sharing and accessing pre-trained models and transformers for natural language processing.

Question#3

What are some methods to overcome limited throughput between CPU and GPU?

A. Increase the clock speed of the CP
B. Increase the number of CPU cores.
C. Using techniques like memory pooling.
D. Upgrade the GPU to a higher-end model.

Question#4

In machine learning, what is the purpose of data normalization?

A. To remove irrelevant data from the dataset.
B. To increase the complexity of the dataset.
C. To convert data into a specific format for easier analysis.
D. To reduce the dimensionality of the dataset.

Question#5

You are developing a ML model for image classification. You have a dataset with 10,000 images of cats, dogs and birds.
Which of the following ML models would be the most appropriate choice for this task?

A. Logistic Regression
B. K-Means Clustering
C. Linear Regression
D. Convolutional Neural Network (CNN)

Exam Code: NCA-GENM
Q & A: 49 Q&As         Updated:  Oct 17,2026

 

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What This NCA-GENM Study Resource Helps You Do

Review Key Concepts

Review the technologies, products, processes, and practical skills covered by the current NCA-GENM exam objectives.

Practice Scenario-Based Questions

Work through independently developed questions designed to strengthen your understanding of technical scenarios and decision-making.

Identify Knowledge Gaps

Use your results and the provided explanations to find weaker areas and focus your study more effectively.

How to Use This NCA-GENM Preparation Material

Review the Exam Scope

Start by reviewing the topics covered by the NCA-GENM exam. Compare them with the official exam objectives to understand the required technologies, operational tasks, and practical skills, then identify the areas that deserve the most attention.

Practice Independently

Complete a focused set of practice questions for each topic. On your first attempt, avoid referring to notes, answers, or other study resources so that you can evaluate your current understanding more accurately.

Study the Explanations

Review the answers and explanations after completing each practice session. Understand why the correct option is appropriate for the given scenario and why the other options may be incorrect or less suitable.

Close Knowledge Gaps

Keep track of incorrect answers, unfamiliar concepts, and weaker knowledge areas. Review these topics using official documentation and practical experience, then answer the related questions again to reinforce your understanding and monitor your progress.

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CertQueen independently develops its certification study materials for educational purposes. The practice questions are not copied from, recalled from, or presented as live or official exam questions.

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Exam Code: NCA-GENM
Q & A: 49 Q&As
Updated:  Oct 17,2026

 

 Access Complete NCA-GENM Preparation Material