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NVIDIA NCA-GENM Exam Syllabus Topics:

NVIDIA Generative AI Multimodal Sample Questions:

1. 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 involves verifying that AI models are fit for their intended purpose according to regional or industry- specific standards.
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.

2. What advantage does multimodal learning have over unimodal learning?

A) It is more reliable than unimodal learning.
B) It is easier to collect multimodal data than unimodal data.
C) It requires fewer data samples for learning.
D) It can capture more complex patterns and relationships in data.

3. 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 involves verifying that AI models are fit for their intended purpose according to regional or industry- specific standards.
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.

4. In large-language models, what is the purpose of the attention mechanism?

A) To assign weights to each word in the input sequence.
B) To measure the importance of the words in the output sequence.
C) To determine the order in which words are generated.
D) To capture the order of the words in the input sequence.

5. Which technique involves leveraging pre-trained models to achieve efficient results with less data and computation?

A) Transfer learning
B) Neural network integration
C) Prompt engineering
D) State management and composition

Solutions: