End-of-course quiz: validate what you learned about Python for AI
You have worked through the six lessons of this course. This free quiz checks that the essentials landed: why NumPy exists, where pandas stops being the right tool, the notebook trap that invalidates results, what a scikit-learn pipeline prevents, and how data leakage inflates a score.
The quiz is free and needs no plan. Every answer is corrected and explained, including the ones you get wrong.
What the quiz contains
- 5 multiple-choice questions, drawn at random from this course's question pool
- Pass mark: 60%, meaning at least 3 correct out of 5
- Estimated time: 3 minutes, with no timer
- 5 attempts per 24 hours, with no penalty
- Detailed correction after submission: the right answer and its explanation for every question
You can go back and change your answers before submitting. Nothing is saved along the way: leaving the page loses the attempt, but it does not consume your quota.
What you get by passing
A discovery attestation displayed on screen, in your name. It confirms that you absorbed this free course. And if you want to turn it into a downloadable, verifiable PDF certificate, that is now possible (see below).
Let us be precise on this point, because the distinction matters: by default, this attestation remains a simple on-screen result — not downloadable and not verifiable by a third party. A five-question test does not by itself prove professional competence. But if you want a document you can show, you can unlock the PDF certificate for this course for €9.99: it carries your name, a publicly verifiable number anyone can check, and it is downloadable in English, French and Arabic.
At the end of the quiz you will also see a preview of this certificate with your own name on it, so you know exactly what you are unlocking before you pay.
The difference with a premium certificate
| This discovery quiz | Premium course | |
|---|---|---|
| Questions | 5 | 40 drawn from a much larger pool |
| Pass mark | 60% | 70% |
| Result | attestation shown on screen | digital certificate |
| Download | PDF to unlock (€9.99) | PDF in English, French and Arabic included |
| Public verification | yes, once unlocked | shareable code for LinkedIn and your CV |
| Price | free quiz, €9.99 certificate | included in every paid plan |
What next
- Continue the Discovery path: the other free courses are waiting
- Explore the premium catalogue if you are after a verifiable certificate
- Find your results in My achievements
Good luck.