Programming Resources

Tutorials

Python

• Tutorial for the transportation data management course CIV8760 (in French) https://github.com/nsaunier/CIV8760/blob/master/00-tutoriel.ipynb
• 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
• Computer Programming for the Total Beginner
• A Whirlwind Tour of Python
• Software Carpentry lessons, in particular https://swcarpentry.github.io/python-novice-inflammation/ (lessons and videos)
• Data carpentry
• Gallery of Jupyter Notebooks on programming, data science, etc.
• Online books:
  • Think Python
  • Dive into Python 3 and Dive into Python
• 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

• Using Databases and SQL http://swcarpentry.github.io/sql-novice-survey