NVIDIA-NCA-GENL: NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)
Master the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam: build RAG systems, chatbots and summarizers, work fluently with transformers, embeddings and prompt engineering, run honest experiments with A/B tests, benchmarks and RLHF, deploy with NeMo, TensorRT-LLM and Triton, and keep it all trustworthy.
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Official Exam Details
| Duration | 60 minutes |
| Questions | 50-60 |
| Passing Score | Not published by NVIDIA |
| Exam Cost | $125 USD |
| Testing Provider | Certiverse (online remote-proctored) |
| Validity | 2 years |
| Prerequisites | No hard prerequisite. NVIDIA states candidates should have a basic understanding of generative AI and large language models. The study guide describes the role as an associate developer contributing to the development, programming and quality assurance of generative AI LLM systems, and recommends knowledge of Python and AI frameworks such as PyTorch or TensorFlow together with a solid understanding of neural networks and deep learning models. |
| Question Types | Multiple choice, Multiple response |
Domain Breakdown
| Domain | Questions |
|---|---|
| Core Machine Learning and AI Knowledge | 75 |
| Data Analysis and Visualization | 35 |
| Experimentation | 55 |
| Software Development | 60 |
| Trustworthy AI | 25 |
Frequently Asked Questions
What is the passing score for the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam?
The passing score for NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) (NVIDIA-NCA-GENL) is Not published by NVIDIA. Our practice exams use an 80% threshold to help you build confidence before the real test.
How long is the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam?
The official NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam is 60 minutes long. You can simulate this time pressure using our Exam Mode, which includes a countdown timer and auto-submit.
How much does the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam cost?
The NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) certification exam costs $125 USD. You can prepare with our 250-question practice exam for just $9 (1 year access) — a fraction of the real exam fee.
How many questions are on the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam?
The official NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) exam has 50-60 questions. Our practice bank includes 250 exam-style questions with detailed explanations covering all 5 domains.
What are the prerequisites for NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL)?
Prerequisites for NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL): No hard prerequisite. NVIDIA states candidates should have a basic understanding of generative AI and large language models. The study guide describes the role as an associate developer contributing to the development, programming and quality assurance of generative AI LLM systems, and recommends knowledge of Python and AI frameworks such as PyTorch or TensorFlow together with a solid understanding of neural networks and deep learning models.. Our study materials are designed for all levels, with detailed explanations that build understanding from scratch.
How long is the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) certification valid?
The NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) certification is valid for: 2 years. Plan your recertification early and use our practice exams to stay sharp.
Is the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) practice exam worth it?
Yes — our 250-question practice exam includes three study modes (Study, Exam Simulation, and Flashcards with spaced repetition), detailed explanations for every answer, adaptive question selection, and progress tracking across all 5 domains. 20 practice questions are free with no account needed. Full access is $9 for 1 year.
How do I prepare for the NVIDIA-Certified Associate: Generative AI LLMs (NCA-GENL) certification?
Start with Study Mode for instant feedback and concept learning. Switch to Exam Mode for timed practice under real conditions (60 minutes, Not published by NVIDIA to pass). Use Flashcards with spaced repetition to retain key facts long-term. Track your readiness score across all domains.