NVIDIA’s exam page for the NVIDIA-Certified Associate: AI Models and Application Development (NCA-AMAD) now says “Hands-on lab : No”. When we first recorded the exam on October 17, 2026, the same page said “Hands-on lab : Yes”. On November 4, 2026 the lab is gone from the format, and NVIDIA has not posted an explanation. Everything else on the page is unchanged: 50 to 60 multiple-choice questions, a 1-hour time limit, 125 USD, pass/fail scoring, “Multiple” languages and two-year validity.
Who this affects
- Candidates preparing for NCA-AMAD: you are now studying for a multiple-choice exam only, the same format as NVIDIA’s other associate exams (NCA-AIIO, NCA-GENL, NCA-GENM and NCA-ADS).
- People choosing between NVIDIA associate exams: the lab was the one format difference that set NCA-AMAD apart. Choose on content now: NCA-AMAD covers model customization, inference, agentic AI and NVIDIA AI Enterprise; NCA-GENL covers generative AI and large language models; NCA-AIIO covers AI infrastructure and operations.
- Anyone who already passed: nothing changes. The credential stays valid for two years.
What to do now
- Prepare for multiple choice, but keep the hands-on practice. NVIDIA aims the exam at entry-level AI developers who customize, serve and consume models as applications. Questions written for that audience still reward people who have done the work.
- Plan on 60 minutes for 50 to 60 questions. That is about one minute per question, with no lab time to budget.
- Re-check the page before you book. This page has changed once already. The exam is new, so the format may still be settling.
- Ask NVIDIA directly. NVIDIA is holding a certification roadmap webinar on November 19, 2026 that covers this exam, with a live Q&A.
NCA-AMAD is listed in our AI Certification Requirements Index. If you are weighing it against NVIDIA’s other entry exams, see NCA-AIIO vs NCA-GENL and our generative AI certifications comparison.
Key dates
| Date | What happened |
|---|---|
| October 17, 2026 | NVIDIA’s NCA-AMAD exam page listed “Hands-on lab : Yes” (our first read) |
| November 4, 2026 | Exam page lists “Hands-on lab : No”; price, length, question count and scoring unchanged |
| November 19, 2026 | NVIDIA certification roadmap webinar (two sessions) that covers the new NCA-AMAD exam |
Source
- NVIDIA AI Models and Application Development certification exam page (format, price, duration, scoring, language, validity, intended audience)
- NVIDIA certification hub (exam card, November 19 webinar, renewal FAQ)
Checked against the NVIDIA AI Models and Application Development exam page and the NVIDIA certification hub on November 5, 2026.
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Frequently asked questions
Does the NVIDIA NCA-AMAD exam have a hands-on lab?
Not as of November 4, 2026. The exam page says "Hands-on lab : No". In October 2026 the same page said "Yes".
What is the NCA-AMAD exam format now?
50 to 60 multiple-choice questions in 1 hour, scored pass/fail, for 125 USD. The credential is valid for two years.
Did NVIDIA explain why the lab was removed?
No. NVIDIA has not posted a notice. The exam is new, and the page may change again, so check it before booking.
