🧪 Module Quizzes¶

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Seventeen short multiple-choice quizzes — one per content module (Modules 1–11, 13–14 and 16–19; Module 15 is the two capstones, which are the assessment, and Module 12 — DeepTab — is an optional reference track). Each one is five questions, ~10 minutes, and tests whether the module’s ideas actually stuck.

Module	Covers	File
1	Foundations (NB 1–6)	`quiz_01_foundations.ipynb`
2	Data Science (NB 7–11)	`quiz_02_data_science.ipynb`
3	Real-world I/O (NB 12–13)	`quiz_03_real_world_io.ipynb`
4	Web Scraping (NB 14–16)	`quiz_04_webscraping.ipynb`
5	Machine Learning (NB 17–19)	`quiz_05_machine_learning.ipynb`
6	Deep Learning with PyTorch (NB 20–22)	`quiz_06_pytorch.ipynb`
7	Industry Applications (NB 23–26)	`quiz_07_industry_applications.ipynb`
8	AI Engineering (NB 27–32)	`quiz_08_ai_engineering.ipynb`
9	Building AI POCs (NB 33–36)	`quiz_09_building_ai_pocs.ipynb`
10	Agents, Tools & MCP (NB 37–40)	`quiz_10_agents_tools_mcp.ipynb`
11	NLP (NB 41–43)	`quiz_11_nlp.ipynb`
13	Production (NB 45–46)	`quiz_13_production.ipynb`
14	CI/CD & Deployment (labs)	`quiz_14_cicd.ipynb`
16	Business AI (NB 49–52)	`quiz_16_business_ai.ipynb`
17	Django for AI Web Apps (labs)	`quiz_17_django.ipynb`
18	Compound AI Evaluation (NB 53 + lab)	`quiz_18_compound_ai_evaluation.ipynb`
19	Containers & Docker (mini-book + lab)	`quiz_19_containers_docker.ipynb`

How to use the quizzes¶

Finish a module.
Open the corresponding quiz.
Read each question, decide which answer you think is correct in your head, then click the Answer + reasoning block to check.
Score yourself out of 5.

Scoring rubric¶

5/5 — you’ve got it. Move on.
3-4/5 — solid. Re-read the section you were unsure about, then move on.
0-2/5 — re-do the module’s notebooks before continuing. The next module builds on this one.

Why multiple-choice (and not coding)?¶

Module notebooks already give you ~6-9 write code exercises each (Practice + Stretch). These quizzes test something different: can you read code, predict its behaviour, and choose the right tool from a set of options? That’s the skill you need in code review, in interviews, and when reading other people’s notebooks — and it’s not the same skill as writing code from a blank page.

Cross-references¶

Each quiz’s closing cell links to the next module’s first notebook. You can use the quiz as the natural transition between modules.