HLMA310 - Logiciels scientifiques (2018--??)

This is an undergraduate course (in French!) introducing Python for scientific computing.

We will address some of the element in the Python scientific ecosystem:

Python scientific ecosystem

Syllabus:

syllabus_HLMA310.pdf

Course note

Introduction à Python, version 2020-2021 (under construction)

Cours: slides et notebooks

  1. IntroPython_slides.pdf, prise_en_main_notebook.ipynb, prise_en_main_notebook.html

  2. numpy_slides.pdf, numpy.ipynb, numpy.html

  3. matplotlib_slides.pdf, matplotlib.ipynb, matplotlib.html

  4. pandas_slides.pdf, pandas.ipynb, pandas.html, belgianmunicipalities.ipynb, belgianmunicipalities.html

Travaux pratiques

  1. TP1-Introduction.pdf, TP1-Introduction-skeleton.ipynb,TP1-Introduction.html, TP1-Introduction.ipynb,

  2. TP2-boucles_functions.pdf, TP2-boucles_functions-skeleton.ipynb, TP2-boucles_functions.ipynb, TP2-boucles_functions.html

  3. TP3-numpy_matplolib.pdf, TP3-numpy_matplolib-skeleton.ipynb, TP3-numpy_matplolib-skeleton.html, TP3-numpy_matplolib.ipynb, TP3-numpy_matplolib.html

  4. TP4-descente_gradient.pdf, TP4-descente_gradient-skeleton.ipynb,

  5. TP5-pandas.pdf, TP5-pandas.ipynb

  6. TP_note_2020.pdf

More resources