NVIDIA NCA-GENM Exam : NVIDIA Generative AI Multimodal

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NVIDIA NCA-GENM Exam Syllabus Topics:

Section	Objectives
Topic 1: Responsible and Trustworthy AI	- Bias and safety considerations - Ethical AI principles
Topic 2: NVIDIA AI Ecosystem	- NVIDIA tools and frameworks 1. NeMo framework usage 2. GPU-accelerated AI workflows
Topic 3: Core AI and Machine Learning Fundamentals	- Machine learning basics 1. Supervised and unsupervised learning 2. Neural networks fundamentals
Topic 4: Multimodal AI Systems	- Multimodal model design - Cross-modal learning 1. Text-image integration 2. Audio-visual understanding
Topic 5: Generative AI Concepts	- Generative models 1. Diffusion models 2. Transformers and LLM basics

NVIDIA Generative AI Multimodal Sample Questions:

Question #1

You are evaluating the performance of an AI model for facial recognition. What is an important consideration when evaluating the model for bias?

A. The model's accuracy in recognizing individuals of different races.
B. The model's compatibility with different operating systems.
C. The model's processing speed in recognizing faces of different races.
D. The model's ability to recognize various facial expressions.

Reveal Solution Discussion 0

Correct Answer: A 🗳️