NVIDIA · Associate certification
Generative AI and LLMs, NCA-GENL
50 questions in 60 minutes, proctored remotely. Valid for two years.
Study path: domains
- Core machine learning and AI knowledge30%
- Software development for LLMs24%
- Experimentation and model evaluation22%
- Data analysis and visualization14%
- Trustworthy AI10%
Access
Paid. Verify the fee before scheduling.
Verify current pricing, format, and eligibility on NVIDIA's own page before you schedule anything. This site does not track exam changes.
Question cards
No question cards for this certification yet. The domains and resources above are the study path in the meantime; cards arrive certification by certification.
Concepts that feed this cert
Activation functionAgent loopAgent memoryAttention mechanismBackpropagationBatch sizeBias and fairnessBias-variance tradeoffChain-of-thought promptingContext windowCross-validationEmbeddingFeature engineeringFew-shot promptingFull fine-tuningGradient descentGroundingHallucinationHybrid searchIn-context learningInstruction tuningLoRAModel Context ProtocolMulti-agent orchestrationNeural network layerOverfittingPrompt injectionPrompt templatesQuantizationChunkingRed teamingRerankingRetrieval-augmented generationRLHFSystem promptTemperatureTokenizationTool callingTransfer learningVector database
Resources
- NCA-GENL, official exam study guide
Names the five weighted domains this cert's data is built from, so it is the fastest way to see where NVIDIA's emphasis differs from the other cluster B certs before you study.