23 - Review & Readiness
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. Keep the Glossary of Terms & Concepts open while you review: it defines the core LLM vocabulary and every key term from all modules, with links to where each is taught.
- 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 | Conceptual & Mathematical Foundations | Python & Systems | Bank | Quiz |
| 02 | Conceptual & Mathematical Foundations | Math for ML | Bank | Quiz |
| 03 | Large Language Models | Foundation Models | Bank | Quiz |
| 04 | Large Language Models | Evaluation & Benchmarks | Bank | Quiz |
| 05 | Large Language Models | Prompt & Context Engineering | Bank | Quiz |
| 06 | Large Language Models | PyTorch Fundamentals | Bank | Quiz |
| 07 | Large Language Models | Pretraining at Scale | Bank | Quiz |
| 08 | Large Language Models | Training LLMs from Scratch | Coming soon | Quiz |
| 09 | Large Language Models | Post-Training & Fine-Tuning | Bank | Quiz |
| 10 | Fundamentals of AI Agents | Introduction to AI Agents | Bank | Quiz |
| 11 | Fundamentals of AI Agents | Agent Building Blocks | Bank | Quiz |
| 12 | Fundamentals of AI Agents | Agent Protocols: MCP & A2A | Bank | Quiz |
| 13 | Fundamentals of AI Agents | Agentic Workflows & Multi-Agent Systems | Bank | Quiz |
| 14 | Building with LLMs & Agents | RAG Systems | Bank | Quiz |
| 15 | Building with LLMs & Agents | Agent Frameworks | Bank | Quiz |
| 16 | Building with LLMs & Agents | Production Agents | Bank | Quiz |
| 17 | Production & Operations | Inference & Serving | Bank | Quiz |
| 18 | Production & Operations | Production Engineering | Bank | Quiz |
| 19 | Industry Standards & Frontier | Cloud AI Platforms | Bank | Quiz |
| 20 | Industry Standards & Frontier | Agent Engineering | Bank | Quiz |
| 21 | Industry Standards & Frontier | Solutions Architecture | 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.
Summary & Key Terms
Summary & Key Terms - a quick recap of this module and its essential vocabulary.
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Previous: 22 - Capstones