https://github.com/inria/scikit-learn-mooc

Machine learning in Python with scikit-learn MOOC
https://github.com/inria/scikit-learn-mooc

machine-learning mooc python scikit-learn

Last synced: 5 months ago
JSON representation

Machine learning in Python with scikit-learn MOOC

• Host: GitHub
• URL: https://github.com/inria/scikit-learn-mooc
• Owner: INRIA
• License: cc-by-4.0
• Created: 2020-03-09T14:53:36.000Z (over 5 years ago)
• Default Branch: main
• Last Pushed: 2025-04-03T15:13:24.000Z (6 months ago)
• Last Synced: 2025-04-03T22:39:38.346Z (6 months ago)
• Topics: machine-learning, mooc, python, scikit-learn
• Language: Jupyter Notebook
• Homepage: https://inria.github.io/scikit-learn-mooc
• Size: 506 MB
• Stars: 1,205
• Watchers: 28
• Forks: 542
• Open Issues: 50
• Metadata Files:
  • Readme: README.md
  • Contributing: CONTRIBUTING.md
  • License: LICENSE
  • Citation: CITATION.cff

Awesome Lists containing this project

README

          
# scikit-learn course

This is the source code for the [Machine learning in Python with scikit-learn

MOOC](https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn).

Enroll for the full MOOC experience (quiz solutions, executable

notebooks, discussion forum, etc ...) !

The MOOC is free and hosted on the [FUN-MOOC](https://fun-mooc.fr/) platform

which does not use the student data for any other purpose than improving the

educational material.

The static version of the course can be browsed online: https://inria.github.io/scikit-learn-mooc

## Course description

The course description can be found here:

https://inria.github.io/scikit-learn-mooc/index.html

## Follow the course online

A few different ways are available:

- Launch an online notebook environment using [![Binder](https://mybinder.org/badge_logo.svg)](

  https://mybinder.org/v2/gh/INRIA/scikit-learn-mooc/main?filepath=full-index.ipynb)

- Browse [website](https://inria.github.io/scikit-learn-mooc) generated with

  [Jupyter Book](https://jupyterbook.org/)

## Running the notebooks locally

See instructions [here](./local-install-instructions.md)

## Contributing

See [CONTRIBUTING.md](CONTRIBUTING.md)

## How to cite us

The MOOC material is developed publicly under the [CC-BY

license](https://github.com/INRIA/scikit-learn-mooc/blob/main/LICENSE).

You can cite us through the project's Zenodo archive using the following DOI:

[10.5281/zenodo.7220306](https://doi.org/10.5281/zenodo.7220306).