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NVIDIA-Certified Associate NVIDIA Generative AI Multimodal

NVIDIA Generative AI Multimodal

Last Update Sep 2, 2026
Total Questions : 56

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Questions 2

You want to evaluate the performance of an AI model. Which of the following is a method for AI model evaluation?

Options:

A.  

Interviewing the developers of the AI model to assess its performance.

B.  

Calculating the model's accuracy from randomly selected data points from the dataset not used during the model's training.

C.  

Randomly selecting data points from the training set and calculating the accuracy of the model on these data points.

D.  

Calculating the loss function of the model on the training set.

Discussion 0
Questions 3

How does CLIP understand the content of both text and images?

Options:

A.  

By converting text and images into a frequency domain for comparison.

B.  

Using contrastive learning to match images with text descriptions.

C.  

By translating images into text and comparing them with the prompt.

D.  

Through a database of predefined images with their descriptions.

Discussion 0
Questions 4

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

Options:

A.  

State management and composition

B.  

Transfer learning

C.  

Prompt engineering

D.  

Neural network integration

Discussion 0
Questions 5

What is the significance of A/B testing in ML software engineering?

Options:

A.  

A/B testing is used to measure the impact of changes in the user interface of a ML application.

B.  

A/B testing helps in optimizing the hyperparameters of a machine learning model.

C.  

A/B testing is irrelevant in ML software engineering.

D.  

A/B testing helps in evaluating the performance and effectiveness of different machine learning models.

Discussion 0
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