Validate your ability to develop, optimize, and deploy LLM solutions with the NVIDIA stack — Transformer fundamentals, prompt engineering, NeMo, TensorRT-LLM, NIM, RAG, and responsible AI — for the NCA-GENL exam.
The NVIDIA Certified Associate: Generative AI LLMs (NCA-GENL) validates foundational skills in developing, integrating, and maintaining AI systems powered by large language models using NVIDIA's solutions. It spans core ML and NLP concepts, the Transformer architecture, prompt engineering and experimentation, data analysis, model customization, and inference optimization and deployment with the NVIDIA software stack (NeMo, TensorRT-LLM, NIM, NeMo Guardrails). It is ideal for developers, data scientists, and engineers building generative AI on NVIDIA GPUs.
Self-paced and instructor-led courses on generative AI, LLMs, and the NVIDIA stack
Official NVIDIA exam study guide listing all assessed topics and weightings
NVIDIA NeMo, TensorRT-LLM, NIM, and NeMo Guardrails product documentation
Articles on RAG, LLM optimization, quantization, and deployment best practices
Take our NCA-GENL practice exam covering LLM fundamentals, prompt engineering, the NVIDIA stack, RAG, and deployment
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