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NVIDIA NCA-GENM Exam Syllabus Topics:

Section	Objectives
Responsible and Trustworthy AI	- Ethical AI principles - Bias and safety considerations
Generative AI Concepts	- Generative models 1. Transformers and LLM basics 2. Diffusion models
NVIDIA AI Ecosystem	- NVIDIA tools and frameworks 1. NeMo framework usage 2. GPU-accelerated AI workflows
Multimodal AI Systems	- Multimodal model design - Cross-modal learning 1. Audio-visual understanding 2. Text-image integration
Core AI and Machine Learning Fundamentals	- Machine learning basics 1. Supervised and unsupervised learning 2. Neural networks fundamentals

NVIDIA Generative AI Multimodal Sample Questions:

Question #1

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 capture the order of the words in the input sequence.
C. To measure the importance of the words in the output sequence.
D. To determine the order in which words are generated.

Reveal Solution Discussion 0

Correct Answer: A 🗳️