NVIDIA Certified Professional: Agentic AI (NCP-AAI) (NVIDIA Certification Guides)

The tutorials gave you a chatbot. The certification expects an agent. Agentic AI is the architecture that gives language modelsthe ability to reason, plan, use tools, and act autonomously.NVIDIA’s NCP-AAI certification tests whether you can build,deploy, and govern these systems in production — across tendomains, sixty to seventy questions, and 120 minutes.This book covers every exam domain, weighted to match theblueprint. It teaches the material the way you’d want tostudy for it: exam-aligned and production-relevant.What’s Inside Agent Architecture and Design (15%) — Reactive,deliberative, and hybrid architectures. Graph-based design.Routing patterns. Structured outputs. Failure strategies.Agent Development (15%) — LangGraph, CrewAI, AG2,and NVIDIA NeMo Agent Toolkit. Tool integration. Promptengineering. Multi-agent workflows.Evaluation and Tuning (13%) — Benchmarking. LLM-as-judge. Hallucination measurement. A/B testing. The dataflywheel.Deployment and Scaling (13%) — NIM containers.Kubernetes. Latency optimization. Edge vs. cloud. CI/CDfor agents.RAG and Knowledge Integration (10%) — Full pipeline:chunking, embedding, reranking, agentic RAG. NeMoRetriever.Cognition, Planning, and Memory (10%) — ReAct, CoT,Tree-of-Thought, Reflexion. Memory architectures. Contextwindow management.NVIDIA Platform (7%) — NIM, TensorRT-LLM, Triton,NeMo, Nemotron models, NGC, AI Enterprise.Safety and Governance (17%) — NeMo Guardrails. PIIprotection. Human-in-the-loop design. Responsible AI. How This Book Works Every chapter maps to exam domains. Every chapter givesyou something you can use on a real project. Exam tipsthroughout. A six-week study plan. Five hands-on projectideas. A 42-term glossary. A tear-out blueprint referencecard. Setup instructions and resource links.Who this is for: AI engineers, ML engineers, softwaredevelopers, solutions architects, and technical productmanagers with 1–2 years of AI/ML experience who want tovalidate their agentic AI skills.What this is not: A beginner’s intro to AI. Anofficial NVIDIA publication. A collection of practicequestions with no explanation.The tools will change. The architecture holds. Read more