Quizzes and practice exams

Self-assessment for every stage of study. All of these are Google Forms that anyone with the link can take; the forms themselves are not stored in this repository. Scoring weights questions by difficulty: easy = 1 point, medium = 2, hard = 3.

On this page
  1. Full-length practice exams
  2. Chapter quizzes
    1. Part 1 — Agent Fundamentals
    2. Part 2 — Framework & Tool Integration
    3. Part 3 — Evaluation & Optimization
    4. Part 4 — Production Deployment & Scaling
    5. Part 5 — Advanced Reasoning & Decision Making
    6. Part 6 — Retrieval-Augmented Generation (RAG)
    7. Part 7 — NVIDIA NeMo Framework & Optimization
    8. Part 8 — Reliability & Cost Management
    9. Part 9 — Safety & Governance
    10. Part 10 — Human-in-the-Loop & Integration
  3. Also in the Study Plan
  4. Using them well

Full-length practice exams

10 NVIDIA NCP-AAI practice tests of 70 questions each. Take them after you have worked through the chapters, closer to exam day.

Test Title Questions Link
Test 01 NVIDIA NCP-AAI Practice Test 1 70 Take test
Test 02 NVIDIA NCP-AAI Practice Test 2 70 Take test
Test 03 NVIDIA NCP-AAI Practice Test 3 70 Take test
Test 04 NVIDIA NCP-AAI Practice Test 4 70 Take test
Test 05 NVIDIA NCP-AAI Practice Test 5 70 Take test
Test 06 NVIDIA NCP-AAI Practice Test 6 70 Take test
Test 07 NVIDIA NCP-AAI Practice Test 7 70 Take test
Test 08 NVIDIA NCP-AAI Practice Test 8 70 Take test
Test 09 NVIDIA NCP-AAI Practice Test 9 70 Take test
Test 10 NVIDIA NCP-AAI Practice Test 10 70 Take test

Chapter quizzes

96 quizzes, listed below under the numbering used in quizzes_ver20JUN26.md (version 20JUN26), with titles as they appear there (some are truncated in the source).

Numbering caution. The quiz list uses an older chapter numbering than the Study Plan, slides, and certification maps from Part 4 onward: for example, quiz 5.11 is Procedural Memory while chapter 5.11 is Rule-Based Decision Making, and quizzes 9.9–9.11 and 5.14–5.15 have no chapter with that ID. Match quizzes to chapters by title, not number. The Part pages link a quiz to a chapter only where the titles agree.

Part 1 — Agent Fundamentals

Quiz Title Questions Link
1.1A Designing User Interfaces for Intuitive Human-Agent Int… 26 Take quiz
1.1B Human-in-the-Loop Patterns and Accessible Design 34 Take quiz
1.2 Core Agent Patterns 30 Take quiz
1.3 Multi-Agent Systems 42 Take quiz
1.4 Memory and Perception Systems 20 Take quiz
1.5A Stateful Orchestration - Introduction and Core Concepts 27 Take quiz
1.5B Stateful Orchestration - Worked Examples 27 Take quiz
1.6 Stateful Orchestration - Pitfalls, Integration, and Syn… 24 Take quiz
1.7A Relational Reasoning with Knowledge Graphs - The Fundam… 41 Take quiz
1.7B Relational Reasoning with Knowledge Graphs - Hybrid RAG… 25 Take quiz
1.8 Scalability and Production Deployment 27 Take quiz

Part 2 — Framework & Tool Integration

Quiz Title Questions Link
2.1 Framework Landscape and Selection 23 Take quiz
2.2 LangGraph 25 Take quiz
2.3 LangChain Sequential Frameworks 23 Take quiz
2.4 Multi-Agent Frameworks 33 Take quiz
2.5 Semantic Kernel: Enterprise Framework and Plugin Archit… 25 Take quiz
2.6 Tool Integration and Function Calling 26 Take quiz
2.7 Multimodal RAG Approaches 43 Take quiz
2.8 Error Handling and Resilience 28 Take quiz
2.9 Streaming and Real-Time Responses 27 Take quiz

Part 3 — Evaluation & Optimization

Quiz Title Questions Link
3.1A Implement Evaluation Pipelines and Task Benchmarks 36 Take quiz
3.1B Implement Evaluation Pipelines and Task Benchmarks (Gui… 28 Take quiz
3.1C Implement Evaluation Pipelines and Task Benchmarks (Ind… 25 Take quiz
3.2 Compare Agent Performance Across Tasks and Datasets 26 Take quiz
3.3 Web Navigation and Interaction Benchmarks 31 Take quiz
3.4 Tuning Model Parameters for Production Performance 25 Take quiz
3.5 Prompt Optimization Techniques and Few-Shot Learning St… 27 Take quiz
3.6 Making Agent Decisions Visible 28 Take quiz
3.7 Tool Usage Auditing 29 Take quiz
3.8 Action Accuracy Metrics 38 Take quiz
3.9 Reasoning Quality 40 Take quiz
3.10 Efficiency Metrics — Balancing Performance, Cost, and R… 42 Take quiz

Part 4 — Production Deployment & Scaling

Quiz Title Questions Link
4.1A Microservices Architecture for AI Agent Deployment 27 Take quiz
4.1B Kubernetes Orchestration for Multi-Agent AI Systems 30 Take quiz
4.2A NVIDIA NIM and Triton Inference Server 42 Take quiz
4.2B TensorRT-LLM and NVIDIA Fleet Command 40 Take quiz
4.3 Container Orchestration and Edge Deployment 31 Take quiz
4.4 Production Infrastructure for Multi-Agent Systems 30 Take quiz
4.5 NVIDIA NIM and Triton Inference Server 26 Take quiz
4.6 TensorRT-LLM and NVIDIA Fleet Command 29 Take quiz

Part 5 — Advanced Reasoning & Decision Making

Quiz Title Questions Link
5.1 Chain-of-Thought (CoT) Fundamentals and Integration 25 Take quiz
5.2 Tree-of-Thought (ToT) Fundamentals and Graph-of-Thought… 28 Take quiz
5.3 Self-Consistency Fundamentals 55 Take quiz
5.4 Hierarchical Planning Fundamentals and HTN Formalism 28 Take quiz
5.5 Monte Carlo Tree Search Fundamentals 33 Take quiz
5.6 A* Search Fundamentals and Implementation 24 Take quiz
5.8 Semantic Memory 33 Take quiz
5.9 Working Memory 29 Take quiz
5.10 Utility-Based Decision Making Fundamentals 32 Take quiz
5.11 Procedural Memory 26 Take quiz
5.12 Learning-Based Decision Making Fundamentals 32 Take quiz
5.13 Hybrid Decision Systems Fundamentals 38 Take quiz
5.14 Learning-Based Decision Making Fundamentals 28 Take quiz
5.15 Hybrid Decision Systems Fundamentals 28 Take quiz

Part 6 — Retrieval-Augmented Generation (RAG)

Quiz Title Questions Link
6.1 Embeddings and RAG Fundamentals 72 Take quiz
6.2 Vector Databases and Similarity Search 67 Take quiz
6.3 Build ETL Pipelines to Integrate Enterprise Data Source… 69 Take quiz
6.3C ETL Practice, Pitfalls, and Resources 26 Take quiz
6.4 Data Quality Fundamentals 60 Take quiz
6.5 Production RAG Systems 72 Take quiz
6.6 Query Decomposition and Adaptive Retrieval 64 Take quiz
6.7 Chapter Summary and Integration 25 Take quiz
6.9B Advanced Code Review and Application Questions 35 Take quiz

Part 7 — NVIDIA NeMo Framework & Optimization

Quiz Title Questions Link
7.1A NeMo Framework and Six Rail Types 26 Take quiz
7.1B Nvidia NIM and Colang 25 Take quiz
7.2A Performance Optimization and Production Monitoring — Lo… 30 Take quiz
7.2B Performance Optimization and Production Monitoring 47 Take quiz
7.3 NeMo Agent Toolkit Profiling 26 Take quiz
7.4 TensorRT-LLM Fundamentals and Quantization 24 Take quiz
7.5 NeMo Curator, Riva Speech AI & Multimodal Integration 49 Take quiz
7.6 Multi-Instance GPU 29 Take quiz

Part 8 — Reliability & Cost Management

Quiz Title Questions Link
8.1 Latency Metrics 40 Take quiz
8.2A Error Taxonomy and SLO Management 26 Take quiz
8.2B NeMo Guardrails Integration 26 Take quiz
8.3 Token Economics and Architecture 24 Take quiz
8.4 Success Metrics and Multi-Dimensional Measurement 30 Take quiz

Part 9 — Safety & Governance

Quiz Title Questions Link
9.1 Output Filtering and Content Moderation 32 Take quiz
9.2 Action Constraints and Permission Models 30 Take quiz
9.3 Sandboxing and Transparency Foundations 32 Take quiz
9.4 Fairness and Bias Mitigation 32 Take quiz
9.6A Value Alignment Frameworks (Part A) 24 Take quiz
9.6B Value Alignment Frameworks 32 Take quiz
9.7 GDPR and Data Protection Regulations 30 Take quiz
9.8A Standards and Frameworks for AI Governance 28 Take quiz
9.8B Standards and Frameworks for AI Governance 31 Take quiz
9.9 Value Alignment Frameworks - Building AI Systems That R… 32 Take quiz
9.10 GDPR Compliance in Practice 28 Take quiz
9.11 Standards and Frameworks for AI Governance 32 Take quiz
9.16 Chapter Summary and Integration 48 Take quiz
9.17 Chapter Summary and Integration 32 Take quiz

Part 10 — Human-in-the-Loop & Integration

Quiz Title Questions Link
10.1 Conversational UI 35 Take quiz
10.2 Proactive Agents 31 Take quiz
10.3 RLHF Methodology 30 Take quiz
10.4 Human-in-the-Loop 30 Take quiz
10.5 Human-over-the-Loop 30 Take quiz
10.6 Active Learning 32 Take quiz

Also in the Study Plan

Each chapter section in Study_Plan.md ends with a set of key questions and a “take this chapter’s quiz” link, plus a form for answering the questions in your own words.

Using them well

  1. Take a chapter quiz right after finishing the chapter, without notes.
  2. Re-take the quizzes for the chapters you missed before moving on to the next Part.
  3. Take one full practice exam about two weeks before your exam date and another the week of, treating the second as a dress rehearsal.
  4. Use the AI tutor to work through questions you got wrong.