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.
Let us be precise on this point, because the distinction matters: this attestation is not a certificate. It is not downloadable, it is not verifiable by a third party, and it is not meant for a CV. A five-question test does not prove professional competence, and we would rather say so than hand you a document nobody would take seriously.
At the end of the quiz you will also see what the certificate issued by the premium courses looks like, with your own name on it, so you know exactly what you would be getting.
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 | no | PDF in English, French and Arabic |
| Public verification | no | shareable code for LinkedIn and your CV |
| Price | free | 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.