NVIDIA-Certified Associate: Generative AI LLMs

Blueprint verified 2026-08-21 · View official guide

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NCA-GENL

Blueprint and coverage

Weights determine the approximate question count and should guide repair, not the initial study order.

#Blueprint and coverageMock coverage%

Core Machine Learning and AI KnowledgeRelated module: Foundations · Prompt systems · Agents

30%

Software DevelopmentRelated module: Prompt systems · RAG · Agents · LLMOps

24%

ExperimentationRelated module: Prompt systems · RAG · LLMOps

22%

Data Analysis and VisualizationRelated module: Foundations · RAG · LLMOps

14%

Trustworthy AIRelated module: Agents · LLMOps

10%

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Preparation material

10 min

NCA-GENL — 50-Question Mock Exam

50 questions, 60 minutes. Time yourself: 70 s per question. Multiple choice with one correct answer unless the question says "choose TWO". No notes or search engines allowed. Take the exam in the published simulator to r

Open18 min

NCA-GENL — Blueprint Area and Topic Guide

Exam guide for the NVIDIA Certified Associate: Generative AI LLMs (NCA-GENL). NVIDIA publishes five weighted areas in the blueprint, plus ten topics covered. The topics develop the content; they are not ten domains with

Open11 min

NCA-GENL — Flashcards by Topic and Blueprint Area

Review of the ten topics published by NVIDIA, mapped to the five weighted areas of the blueprint. Question → answer format: cover the answer and respond aloud.

Open2 min

NVIDIA Certified Associate — Generative AI LLMs (NCA-GENL)

Review path for the NVIDIA Certified Associate in Generative AI and LLMs. Compare the scope and requirements with the official certification page before scheduling the exam.

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Readiness criterion

Aim for two consecutive mock exams above your threshold, with no weak critical domains, and explain why every distractor is wrong. Passing here does not guarantee passing the official exam.