linogaliana/python-datascientist

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소개

Dépôt associé au cours Python pour data scientists (ENSAE 2e année)

머신러닝

README.md

Original

Data Science with Python

Lino Galiana • Data scientist, Insee (French national statistical institute)

Course given in two top French engineering schools (ENSAE and ENSAI) and available for self-paced learning.

[!NOTE]
This is the English 🇬🇧🇺🇸 version of the README. To see the French 🇫🇷 version, click here:

About

This repository hosts the source files for my Python for Data Science, a hands-on course designed to take students from first contact with Python to practical data science workflows.

It is taught in two French engineering schools in 2n year (Master 1):

ENSAE since 2021
ENSAI from 2026

The material combines explanations, examples, and exercises, with an emphasis on reproducible and real-world datasets.

All chapters (notes, examples, and exercises available as Jupyter notebooks) are available at https://pythonds.linogaliana.fr/.

📌 License and attribution

This course is released under the Creative Commons CC BY-NC-SA license .

If you use this course material, please cite:

Galiana, Lino. 2025. Python pour la data science. https://doi.org/10.5281/zenodo.8229676

@book{galiana2025,
  author = {Galiana, Lino},
  title = {Python pour la data science},
  date = {2025},
  url = {https://pythonds.linogaliana.fr/},
  doi = {10.5281/zenodo.8229676},
  langid = {fr}
}