PASS YOUR NVIDIA NCA-GENL: GENERATIVE AI LLM EXAM 500+ practice questions 5-minute study sessions Track your progress Remove mastered questions Text-to-speech support Dark mode available WHY GET CERTIFIED? Certified NVIDIA generative AI professionals earn up to $203K annually (Skillsoft 2024). NCA-GENL validates foundational knowledge of LLM architecture, NVIDIA tooling, and responsible AI deployment. WHAT YOU'LL MASTER: Transformer architecture with attention mechanisms and positional encoding NeMo Framework for training and fine-tuning LLMs TensorRT-LLM for optimized inference with quantization Triton Inference Server deployment and batching strategies NVIDIA NIM microservices with OpenAI-compatible APIs LoRA and QLoRA parameter-efficient fine-tuning RAPIDS suite with cuDF, cuML, and cuGraph RAG architecture with retrieval and embeddings NeMo Guardrails for input and output rails Prompt engineering and chain-of-thought reasoning Model evaluation with BLEU, ROUGE, and BERTScore GPU memory optimization and KV-cache management Speculative decoding and Flash Attention Distributed training with tensor and pipeline parallelism Trustworthy AI with bias mitigation STUDY ANYWHERE: Coffee breaks. Commutes. Lunch hours. Turn dead time into generative AI expertise. Download now. Pass your exam. Master NVIDIA generative AI.
