Programming Resources : Différence entre versions
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* [[DataScienceResources|Data science resources]] | * [[DataScienceResources|Data science resources]] | ||
Version du 13 juin 2025 à 14:56
General
- Getting started (Creative Coding for Beginners - Full Course! by Adam Shiffman) https://thecodingtrain.com/guides/getting-started
- Data science resources
Python
- Resources and tutorials for the transport data management course CIV8760 (mostly in French) https://github.com/nsaunier/CIV8760/blob/master/Python/README.md
- Official Python tutorial https://docs.python.org/3/tutorial/index.html (in French and the tutor (step by step visualization of the program) https://pythontutor.com/
- Python 1-h video tutorial https://www.youtube.com/watch?v=kqtD5dpn9C8
- Software Carpentry lessons, in particular https://swcarpentry.github.io/python-novice-inflammation/ and http://swcarpentry.github.io/python-novice-gapminder (lessons and videos)
- Hundreds of Python exercises
- A Whirlwind Tour of Python
- LearnPython.org
- in French
- Online books:
- Think Python
- Dive into Python 3 and Dive into Python
- Apprendre à programmer avec Python 3 (en français)
- Python Programming And Numerical Methods: A Guide For Engineers And Scientists https://pythonnumericalmethods.studentorg.berkeley.edu/notebooks/Index.html
- Research Software Engineering with Python https://third-bit.com/py-rse/
- Older tutorials http://n.saunier.free.fr/saunier/teaching/workshop/12-09-script-ta-ville.html, Séminaire appliqué sur les outils informatiques de traitement de données (2011)
R
- Introduction to R programming (in French), Vincent Goulet https://cran.r-project.org/doc/contrib/Goulet_introduction_programmation_R.pdf
- Workshop on R software https://github.com/sahirbhatnagar/atelier-R-GERAD
- Guide pour l’analyse de données d’enquêtes avec R (in French) https://larmarange.github.io/guide-R/
Databases
- Wikibook SQL http://en.wikibooks.org/wiki/SQL
- Murrell P., Introduction to Data Technologies 2009 http://www.stat.auckland.ac.nz/~paul/ItDT/
- SQL for Web Nerds http://philip.greenspun.com/sql/
- Software Carpentry: Using Databases and SQL http://swcarpentry.github.io/sql-novice-survey
Version Control
- Mercurial
- Others: Git https://glasskube.dev/guides/git/, Subversion
Other Languages
- p5js: porting of processing in javascript (video lessons by Adam Shiffman https://vimeo.com/channels/learningp5js)
- Octave: Matlab clone
- C/C++: GCC compiler, cygwing or MinGW environnements (Windows)
