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NVIDIA Generative AI Multimodal - NCA-GENM Exam Practice Test

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Total 58 questions

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Question 1

Which of the following is a disadvantage of the ReLU activation function?

A. It is computationally expensive. B. It is prone to vanishing gradient problem. C. It is not suitable for deep neural networks. D. It can cause dead neurons.

Correct Answer: D

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Question 2

During the process of data cleansing, which of the following steps is NOT typically performed?

A. Transforming data into a different format B. Identifying and handling missing values C. Removing duplicates D. Collecting additional data

Correct Answer: D

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Question 3

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

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

Correct Answer: C

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Question 4

You have been given a dataset with missing values. What is the first step you should take with the data?

A. Fill in the missing values with a default value. B. Analyze the patterns and distribution of missing values. C. Remove the rows with missing values. D. Remove the columns with missing values.

Correct Answer: B

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Question 5

You are conducting an experiment to evaluate the performance of different AI models. What is the purpose of AI model evaluation?

A. To determine the best AI model architecture. B. To analyze the cost-effectiveness of AI model development. C. To study the impact of AI models on human behavior. D. To determine the ethical implications of AI model usage.

Correct Answer: A

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Question 6

In the development of Trustworthy AI, what is the significance of 'Certification' as a principle?

A. It requires AI systems to be developed with an ethical consideration for societal impacts. B. It ensures that AI systems are transparent in their decision-making processes. C. It mandates that AI models comply with relevant laws and regulations specific to their deployment region and industry. D. It involves verifying that AI models are fit for their intended purpose according to regional or industry- specific standards.

Correct Answer: D

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Total 58 questions

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