Sources, license and attestation

An independent course, adapted from an open source

This course is published by OmniLearn. It is not affiliated with, reviewed by, or endorsed by Google. Before you start, here is exactly where the content comes from and what your end-of-course attestation does and does not mean.

Attribution

This course adapts concepts and examples from the Machine Learning Crash Course, published by Google.

• Source: developers.google.com/machine-learning/crash-course
• License of the original text: Creative Commons Attribution 4.0 (CC BY 4.0)
• Version consulted: September 25, 2026

What we did with this source:

• Fully rewrote the explanations with OmniLearn's own structure and voice
• Reorganized the material into 6 parts and 20 lessons, different from the original outline
• Translated and wrote the course in French, English and Arabic
• Added quizzes, worked exercises and new numeric examples
• Removed all original images, screenshots and interactive widgets

Keep in mind: CC BY 4.0 allows this kind of adaptation as long as the source is credited. It says nothing about the status of this course itself: the text you are reading here is an OmniLearn work and is not republished under CC BY 4.0.

What the attestation does not say

At the end of this course, OmniLearn may issue you an attestation. It confirms only that you completed the lessons and quizzes of this course on this platform.

It is not a Google certification, not a diploma, and not an official recognition of skills delivered by any third party. No outside organization validates the content of this path. If you want a recognized certification, Google Cloud runs its own exams, such as Professional Machine Learning Engineer, with no link to this course.

Try it yourself

Before moving on, reread the two points above: the source (Google, CC BY 4.0, link and listed changes) and the nature of the attestation (proof of progress on OmniLearn, not a certification).

Answer: there is no right or wrong answer here, just two facts to keep in mind before you start learning: where the content comes from, and what your attestation does, and does not, prove.