Programming Resources : Différence entre versions
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* Official Python tutorial https://docs.python.org/3/tutorial/index.html | * Official Python tutorial https://docs.python.org/3/tutorial/index.html | ||
** in particular the tutor allowing the visualization of programmation (step by step going through the program) [http://people.csail.mit.edu/pgbovine/python/ Python Tutor] | ** in particular the tutor allowing the visualization of programmation (step by step going through the program) [http://people.csail.mit.edu/pgbovine/python/ Python Tutor] | ||
| − | * [https://github.com/jakevdp/WhirlwindTourOfPython A Whirlwind Tour of Python] | + | * [https://github.com/jakevdp/WhirlwindTourOfPython A Whirlwind Tour of Python] and [https://jakevdp.github.io/PythonDataScienceHandbook/ Python Data Science Handbook] |
* [https://www.w3resource.com/python-exercises Hundreds of Python exercises] | * [https://www.w3resource.com/python-exercises Hundreds of Python exercises] | ||
* [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) | ||
Version du 15 octobre 2021 à 16:02
Tutorials
General
- Computer Programming for the Total Beginner (video lessons) by Adam Shiffman https://vimeo.com/channels/introcompmedia
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 particular the tutor allowing the visualization of programmation (step by step going through the program) Python Tutor
- A Whirlwind Tour of Python and Python Data Science Handbook
- Hundreds of Python exercises
- Software Carpentry lessons, in particular https://swcarpentry.github.io/python-novice-inflammation/ and http://swcarpentry.github.io/python-novice-gapminder (lessons and videos)
- Data carpentry
- 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
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)
