Theme

This course given in English in two masters (Quantitative Economics and Affaires internationales et développement). It is associated to a data management course. It is an introduction to programming with Python, with a data science oriented point of view.

Lecture notes/slides

• General introduction to Python (last update: 18/02/2020)
• Data Structures in Python (last update: 23/02/2020)

Labs

• Control structures (with solutions)
• Lists (with solutions)
• Numpy (with solutions)
• Introduction to Pandas (solutions)
• More about Pandas (solutions)

Labs' data sets

• bank-short.csv (source Bank Marketing)
• departements.csv (source: Insee)
• population-2014.csv (source: Insee)
• google-10000-english.txt (source: google words)
• France.zip (source: Insee)
• Financial.zip (source: Financial)
• demo-linear.npz