Mastering Agentic AI Systems
Companion material for Mastering Agentic AI Systems: Guide for the NVIDIA NCP-AAI Exam: a study plan, slides, quizzes, practice exams, curated videos, and code examples across 96 chapters in 10 Parts.
- 96chapters in 10 Parts
- 5certification maps
- 261embedded videos
- 48slide decks
- Get started A study path and how to use the material.
- Curriculum Chapter-by-chapter resources for all 10 Parts.
- Certifications Which chapters matter for NCP-AAI and four other exams.
- Practice Chapter quizzes and full-length practice exams.
- Reference architecture A browsable knowledge graph of agentic AI components.
- Contribute Help write labs, review chapters, or curate videos.
The material was written primarily for the NVIDIA NCP-AAI exam. Its breadth also makes it useful preparation for AWS AIP-C01, Databricks Generative AI Engineer Associate, Google Cloud Professional Machine Learning Engineer, and Microsoft AI-102; the certification maps show which chapters matter for each.
If you are studying for one of those exams, teaching a course on agentic AI systems, or building your own curriculum on top of this material, this site is for you.
What is here
| Resource | Amount | Where |
|---|---|---|
| Chapters | 96 across 10 Parts, 340 study hours allocated | Curriculum |
| Certification maps | 5 certifications, chapter by knowledge item (H/M/L/N) | Certifications |
| Chapter quizzes | 96 | Quizzes & practice exams |
| Practice exams | 10 full-length NCP-AAI tests | Quizzes & practice exams |
| Slide decks | 48 | Slides |
| Videos | 261 third-party videos embedded under the chapter summaries | Videos |
| Code examples | 402 illustrative files, plus 20 more worked examples | Code examples |
| Labs | 1 draft lab; the rest are being written | Labs |
| AI study tutor | Socratic tutoring protocols and example prompts | AI tutor |
Where the project is honest about gaps
- Labs are the biggest gap. Only chapter 8.2B has a lab written to the lab template, and it is still a
draft. The other files in
labs/archive/are prose excerpts, not finished exercises. - Slides exist for Parts 1–6 only, and not for every chapter in them.
- Videos for Parts 7–10 are sparse, and many entries elsewhere are search suggestions rather than links. 93 dead or mis-linked entries were removed from
videos/on 2026-09-23 after a link check (see the link check). - Numbering differs between the quiz list and the rest of the material from Part 4 onward. The Part pages say where a quiz, deck, or figure set is linked by chapter family rather than by exact ID.
If you can help close any of these gaps, see Contributing.
License
As a work of the United States government, this project is in the public domain within the United States, and its authors also waive copyright and related rights worldwide under CC0 1.0 Universal. See About.