Programming Resources : Différence entre versions
De Transport
(→R) |
(→Python) |
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| Ligne 6 : | Ligne 6 : | ||
=Python= | =Python= | ||
* Resources and tutorials for the transport data management course CIV8760 (mostly in French) https://github.com/nsaunier/CIV8760/blob/master/Python/README.md | * 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 and the tutor (step by step visualization of the program) https://pythontutor.com/ | + | * Official Python tutorial https://docs.python.org/3/tutorial/index.html (in [https://docs.python.org/fr/3/tutorial/ 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 | * Python 1-h video tutorial https://www.youtube.com/watch?v=kqtD5dpn9C8 | ||
* [http://software-carpentry.org/lessons Software Carpentry lessons], in particular https://swcarpentry.github.io/python-novice-inflammation/ and http://swcarpentry.github.io/python-novice-gapminder (lessons and videos) | * [http://software-carpentry.org/lessons Software Carpentry lessons], in particular https://swcarpentry.github.io/python-novice-inflammation/ and http://swcarpentry.github.io/python-novice-gapminder (lessons and videos) | ||
| + | * [https://www.w3resource.com/python-exercises Hundreds of Python exercises] | ||
| + | * [https://github.com/jakevdp/WhirlwindTourOfPython A Whirlwind Tour of Python] | ||
| + | * [https://www.learnpython.org LearnPython.org] | ||
| + | * in French | ||
| + | ** [https://www.youtube.com/playlist?list=PLfALbWbNPl4bSWH-Pbj3iIb_TVQdr99pH liste des vidéos du cours INF1005D] | ||
| + | ** [https://openclassrooms.com/fr/courses/235344-apprenez-a-programmer-en-python Openclassrooms - Apprenez à programmer en Python] | ||
| + | ** [https://python.doctor/ Apprendre le langage de programmation python] | ||
* Online books: | * Online books: | ||
** [http://greenteapress.com/wp/think-python/ Think Python] | ** [http://greenteapress.com/wp/think-python/ Think Python] | ||
Version du 22 mai 2024 à 14:01
General
- Computer Programming for the Total Beginner (video lessons) by Adam Shiffman https://vimeo.com/channels/introcompmedia
- 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)
- 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, 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)
