Knowledge Check
Review for the whole course in two forms: each module's Q&A review bank (interview-style questions with model answers, one bank per module) and each module's quiz (every Check Yourself question from its pages, graded as you go). The quiz index lists all quizzes with question counts.
Start with the Readiness Self-Assessment: score yourself 0-3 on the fourteen domains of GenAI engineering, see the target for each, and find the modules, labs and capstones that close your gaps.
- Recall and explain the key ideas of any module without the notes open
- Find weak areas quickly by taking a module quiz, then revisit the linked pages
- Rehearse interview-style answers with the module Q&A banks
- The module you are reviewing
| # | Track | Module | Q&A review bank | Quiz |
|---|---|---|---|---|
| 01 | Foundations | LLM Foundations | Bank | Quiz |
| 02 | Foundations | Prog Langs | Python & Systems · PyTorch | Quiz |
| 03 | Foundations | Math for ML | Bank | Quiz |
| 04 | Building Models | Pretraining at Scale | Bank | Quiz |
| 05 | Building Models | Post-Training & Reasoning | Bank | Quiz |
| 06 | Building Models | Fine-Tuning Lab | Bank | Quiz |
| 07 | Building Models | Evaluation & Benchmarks | Bank | Quiz |
| 08 | Serving & Production | Inference & Serving | Bank | Quiz |
| 09 | Serving & Production | Production Engineering | Bank | Quiz |
| 10 | Serving & Production | Cloud Platforms | Bank | Quiz |
| 11 | Building Apps | Prompt & Context Engineering | Bank | Quiz |
| 12 | Building Apps | RAG | Bank | Quiz |
| 13 | Agents | Agent Foundations | Bank | Quiz |
| 14 | Agents | MCP & A2A | Bank | Quiz |
| 15 | Agents | Agent Patterns & Multi-Agent | Bank | Quiz |
| 16 | Agents | Agent Frameworks | Bank | Quiz |
| 17 | Agents | Production Agents | Bank | Quiz |
| 18 | Agents | Agent Engineering | Bank | Quiz |
| 19 | Field Engineering | Solutions Architecture & Communication | Bank | Quiz |
How to Use It
- Take the Readiness Self-Assessment to pick which modules to review first.
- Take each module's quiz - it is quick and graded, and each section links back to the page it tests.
- Revisit the pages where you missed questions, and do their exercises.
- Use the Q&A bank to practise explaining answers out loud; the model answers show the level of detail interviewers expect.
Earlier versions of the course had separate "Concept Review" pages per topic; their questions were merged into the module banks (duplicates removed, answers checked and updated), and their old links redirect to the banks.
Section Appendix
Summary & Key Terms - a quick recap of this section and its essential vocabulary.