NVIDIA NCA-GENL Exam Details & Actual Exam Questions

Exam Questions: 97
Updated On: Jul,27 2026
Certification Level: Associate

NVIDIA Generative AI LLMs Exam Questions

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Certification Vendor:	NVIDIA
Exam Name:	NVIDIA Certified Associate - Generative AI LLMs
Exam Number:	NCA-GENL
Related Certifications:	NVIDIA Certified Associate Generative AI LLMs Certification
Exam Price:	USD 125
Real Exam Qty:	50-60
Available Languages:	English, Simplified Chinese
Certificate Validity Period:	2 years
Exam Format:	Multiple-Choice, Multiple-Select
Exam Duration:	60 minutes
Sample Questions:	NVIDIA NCA-GENL Sample Questions
Exam Way:	Online proctored via Certiverse platform
Official Syllabus URL:	https://www.nvidia.com/en-us/learn/certification/generative-ai-llm-professional

Section	Weight	Objectives
Topic 1: Software Development	24%	- Python Libraries for LLMs - LLM Integration and Deployment - Containerized Inference Pipelines - NVIDIA Triton Inference Server
Topic 2: Core Machine Learning and AI Knowledge	30%	- Large Language Model Architecture - Neural Networks - Fundamentals of Machine Learning
Topic 3: Experimentation	22%	- Experiment Design and Evaluation - Model Evaluation Metrics - AI Experimentation and Testing
Topic 4: Trustworthy AI	10%	- Explainability and Transparency - Prompt Engineering Techniques - Robustness - Model Alignment Principles - Content Credentials
Topic 5: Data Analysis and Visualization	14%	- Data Analysis and Visualization Methods - Data Preprocessing and Feature Engineering