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NVIDIA NCA-GENM Exam Syllabus Topics:

NVIDIA Generative AI Multimodal Sample Questions:

Question 1

Which visualization technique is suitable for representing the distribution of performance scores for different multimodal ML models over different modalities?

A. Histogram
B. Heatmap
C. Pie chart
D. Box plot

Question 2

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

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

Question 3

Which metric is commonly used to evaluate machine-translation models?

A. F1 score
B. Accuracy
C. BLEU score
D. Mean Absolute Error (MAE)

Question 4

Which of the following best describes the purpose of GAN (Generative Adversarial Networks)?

A. To optimize search algorithms for faster data retrieval.
B. To optimize decision-making processes based on historical data.
C. To produce new data that is similar to the training data.
D. To classify and categorize data based on patterns and features.

Question 5

In ML applications, which machine learning algorithm is commonly used for creating new data based on existing data?

A. K-means clustering
B. Decision tree
C. Generative adversarial network (GAN)
D. Support vector machine (SVM)

Solutions: