NVIDIA generative AI certifications
Pass the exam because you
understand the material.
267 lessons, 1,710 exam-style questions with every option explained, and 27 full-length timed mocks drawn to the published domain weights — for 4 NVIDIA certifications. The entire written course is free and needs no account.
NCA-GENL · NCA-GENM · NCP-AAI · NCP-GENL
Certifications
Four exams, covered end to end
Each one has a full written course, an exam guide with the published domain weights, a study plan, a cheatsheet, a glossary and a question bank. Start anywhere — the written material needs no account.
- AssociateNCA-GENL
NVIDIA Certified Associate: Generative AI LLMs
NCA-GENL is an entry-level, remotely proctored certification for developers who build with generative AI and large language models. It is pitched at the associate level: you are expected to work competently on an LLM system with senior oversight, choosing sensible tools and knowing when to escalate, rather than architecting one from scratch. The exam is broad rather than deep — 50 to 60 questions in an hour, spanning machine-learning fundamentals, transformer architecture, retrieval-augmented generation, Python NLP tooling, model serving, evaluation methodology, and trustworthy-AI practice.
- Lessons
- 106
- Reading
- 35 hrs
- Questions
- 355
- Mocks
- 6
- Exam
- 60 min
- Domains
- 5
Where the marks are
- Core Machine Learning and AI Knowledge30%
- Software Development24%
- Experimentation22%
All 106 lessons free · 10 free questions · 16-term glossary
- AssociateNCA-GENM
NVIDIA Certified Associate: Generative AI Multimodal
NCA-GENM is an entry-level, remotely proctored certification for developers who build generative AI systems spanning text, image, and audio rather than text alone. It is pitched at the associate level: you contribute to a multimodal AI system under senior oversight — curating datasets, selecting models, running experiments, and assisting deployment — rather than architecting one independently. The exam is broad rather than deep across seven domains in 60 minutes: machine-learning fundamentals extended to multimodal training, data analysis with attention maps, experimentation with diffusion models and generative-image metrics, modality fusion, performance optimization, the NVIDIA SDK stack for building generative systems, and trustworthy AI including content authenticity.
- Lessons
- 51
- Reading
- 15 hrs
- Questions
- 420
- Mocks
- 7
- Exam
- 60 min
- Domains
- 7
Where the marks are
- Experimentation25%
- Core Machine Learning and AI Knowledge20%
- Multimodal Data15%
All 51 lessons free · 10 free questions · 18-term glossary
- ProfessionalNCP-AAI
NVIDIA Certified Professional: Agentic AI
NCP-AAI is a professional-level, remotely proctored certification for practitioners who architect, develop, deploy, and govern agentic AI systems — multi-agent workflows, tool-using agents, and the memory, retrieval, and oversight machinery around them. It assumes the LLM fundamentals an associate-level exam like NCA-GENL already tests, and instead of asking you to contribute to a system under senior oversight, it expects you to design one yourself and defend the choice. The exam spans ten domains in 120 minutes: agent architecture, agent development and resilience patterns, evaluation and tuning, deployment and scaling, cognition/planning/memory, knowledge integration, NVIDIA platform tooling, live operations, safety and compliance, and human oversight.
- Lessons
- 58
- Reading
- 17 hrs
- Questions
- 516
- Mocks
- 7
- Exam
- 120 min
- Domains
- 10
Where the marks are
- Agent Architecture and Design15%
- Agent Development15%
- Evaluation and Tuning13%
All 58 lessons free · 10 free questions · 17-term glossary
- ProfessionalNCP-GENL
NVIDIA Certified Professional: Generative AI LLMs
NCP-GENL is a professional-level, remotely proctored certification for practitioners who design, train, fine-tune, and deploy large language models rather than merely contribute to a system someone else built. It assumes the LLM fundamentals an associate-level exam like NCA-GENL already tests and pushes into distributed training, quantization, and production reliability on top of them. The exam spans ten domains in 120 minutes: LLM architecture, prompt engineering, data preparation, model optimization, fine-tuning, evaluation, GPU acceleration, model deployment, production monitoring, and safety, ethics, and compliance — with Model Optimization and GPU Acceleration together carrying almost a third of the paper.
- Lessons
- 52
- Reading
- 16 hrs
- Questions
- 419
- Mocks
- 7
- Exam
- 120 min
- Domains
- 10
Where the marks are
- Model Optimization17%
- GPU Acceleration and Optimization14%
- Prompt Engineering13%
All 52 lessons free · 10 free questions · 17-term glossary
Choosing
Which NVIDIA AI certification should you sit?
The associate exams assume no prior work with large language models. The professional exams assume you have shipped something, run longer, cover twice as many domains and publish a cut score. Here is the whole picture in one table.
| Exam | Level | Length | Questions | To pass | Domains | Exam fee |
|---|---|---|---|---|---|---|
| NCA-GENL | Associate | 60 min | 50–60 | not published | 5 | $125 USD |
| NCA-GENM | Associate | 60 min | 50–60 | not published | 7 | $125 USD |
| NCP-AAI | Professional | 120 min | 60–70 | 70% | 10 | $200 USD |
| NCP-GENL | Professional | 120 min | 60–70 | 70% (scaled score) | 10 | $200 USD |
Exam fee is NVIDIA’s, paid to NVIDIA when you book. It is not what this site charges.
Told apart in a sentence each
Relative to NCA-GENL, from its exam guide:
- NCP-GENL
- The professional-level version of the same subject area: 120 minutes against 60, ten domains against five, and a published 70% cut score where the associate exam has none. It expects you to architect and troubleshoot LLM systems independently rather than contribute to one with senior oversight.
- Sit it when
You already build and operate LLM systems day to day and want the credential that reflects that. Most people sit NCA-GENL first, since it covers the same vocabulary at a depth you can reach in weeks rather than months. - NCA-GENM
- The same associate level and the same 60 minutes, but spread across seven domains covering images, audio and video alongside text. It trades the LLM depth of NCA-GENL — transformers, retrieval, serving — for breadth across modalities.
- Sit it when
Your work involves vision or speech models as much as language ones. If you work mainly with text and retrieval, NCA-GENL is the closer match and the more widely recognised starting point. - NCP-AAI
- A professional-level exam about agents specifically — tool use, planning loops, multi-step orchestration — over 120 minutes and ten domains, with a 70% cut score. It assumes the LLM fundamentals NCA-GENL tests and builds on them.
- Sit it when
You are building agentic systems and already have the foundations. It is a poor first certification, because it takes the transformer, retrieval and evaluation knowledge from NCA-GENL as a given.
How it works
Read, practise, then sit a real-length mock
Three steps, in this order. The first two are free.
Read the exam guide
Start with what the exam actually asks: domain weights, the objectives behind each one, the trap candidates fall into, and how it differs from its neighbouring credentials. Free, no account.
Work the course
Lessons in designed order, each one a self-contained explanation of a concept the exam tests. Free, and the whole corpus stays free.
Practise until the weak domains stop being weak
Adaptive sets target your weakest concepts, then a full-length timed mock tells you where you stand per domain. Repeat the domains under 80%.
What makes the practice worth doing
Every option explained, not just the right one
Each question carries a rationale for why the correct answer is correct and why each distractor is wrong, with a citation. Learning why three options fail is what stops you pattern-matching the fourth.
Graded on the server, always
Answer keys and explanations live in the database and are never sent to the browser. You cannot read the answer out of the page source, which means a practice score means something.
Weighted to the real blueprint
Mock exams are drawn to each exam’s published domain weights, not to whichever topic was easiest to write questions for. Where the bank cannot yet fill a domain to weight, the coverage page says so.
Adaptive practice that tracks concepts, not questions
Every answer updates a per-concept mastery estimate with spaced repetition. Weak-area practice then draws from the concepts you are actually weakest on, so revision stops being a re-read of what you already know.
A mistake journal you can work through
Wrong answers are collected per concept so you can return to them deliberately, rather than hoping the next random set happens to resurface them.
Written for reading, not for word count
Every lesson opens with its conclusion, then earns it. No filler paragraphs restating the exam blueprint back at you.
Free and paid
The whole course is free. You pay for the exam simulator.
No subscription and nothing to cancel — a certification is a one-time payment. Read as much as you like first; the written material is not a teaser.
| What | Free, no account | Paid |
|---|---|---|
| Written course | All 267 lessons | Same — the corpus is free |
| Exam guide, study plan, cheatsheet, glossary | Every one, every cert | Same |
| Practice questions | 40 sample questions | All 1,710, with per-option rationales and citations |
| Full-length timed mock exams | — | 27 exams, drawn to blueprint weight |
| Adaptive, weak-area, speed, scenario and review practice | — | All five modes |
| Per-domain scoring, mastery tracking, mistake journal | — | Included |
A single certification starts at $25. The bundle covers all 4 for $100 — less than buying three separately, and it includes the AI tutor.
Questions
What people ask before they start
Including the answers that are not flattering.
Are these real exam questions?
No, and you should be suspicious of anyone who says otherwise. Every question here is written from scratch against the vendor’s published exam objectives. Real exam content is under NDA; sites that distribute it get their customers’ certifications revoked. What you get instead is original material aimed at the same concepts, with an explanation for every option.
What can I use without paying?
All 267 lessons, every exam guide, every study plan, every cheatsheet and every glossary — the entire written corpus is free and needs no account. Each certification also opens a sample of practice questions. Paying unlocks the full question bank, the full-length timed mock exams, the adaptive and weak-area practice modes, and the progress analytics.
What does it cost, and is it a subscription?
It is a one-time payment per certification, not a subscription — there is nothing to cancel. A bundle covers all of the certifications at once for less than buying two of them separately. Prices are shown in USD and INR on each certification’s page.
How current is the material?
Each exam guide carries the date its content was last checked against the exam, and that date moves only when someone re-verifies the material — it is not a build timestamp. If a guide has not been re-checked, the date tells you so.
Which certification should I start with?
The associate exams (NCA) assume no prior work with large language models and are shorter, with no published cut score. The professional exams (NCP) assume you have built and shipped something, run longer, cover roughly twice as many domains and require 70% to pass. Most people sit an associate exam first. Each certification page sets out how it differs from its neighbours and who should sit that one instead.
Do I get a certificate from you?
No — and no prep site can. The credential comes from the vendor when you pass their proctored exam. This site prepares you for that exam; it does not award anything.
How much practice material is there?
1710 exam-style questions across the certifications, each with per-option rationales and citations, plus 27 full-length timed mock exams drawn to blueprint weight. Every mock listed is one you can sit today; exams still being written are not counted.
Start with a lesson, not a signup form
All 267 lessons and every exam guide are free to read right now, with no account. Decide whether the material is any good before you decide anything else.