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NVIDIA NCA-GENM Exam Syllabus Topics:

NVIDIA Generative AI Multimodal Sample Questions:

1. Which framework is used for conversational AI models development?

A) NVIDIA DeepStream
B) NVIDIA Clara
C) NVIDIA Metropolis
D) NVIDIA NeMo

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

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

3. What is the correct order of steps in an ML project?

A) Model evaluation, Data collection, Data preprocessing, Model training
B) Data collection, Data preprocessing, Model training, Model evaluation
C) Model evaluation, Data preprocessing, Model training, Data collection
D) Data preprocessing, Data collection, Model training, Model evaluation

4. What is a main application of Triton Inference Server?

A) Triton Server can be used to generate images from pure noise.
B) Triton Server can be used to execute GPU-accelerated graph analysis with cuGraph.
C) Triton Server can be used to deploy neural networks from various frameworks.
D) Triton Server can be used to deploy AI models on the GPU only.

5. You are working with a large dataset and want to visualize the distribution of a continuous variable. Which type of data visualization would be most appropriate?

A) Histogram chart
B) Pie chart
C) Line chart
D) Bar chart

Solutions: