Séminaire S-IT0041 - Python for Data Science: the basics of the language

Public cible

Anyone wishing to learn to program in Python and how to do Datascience in Python.

Objectives

Collect data, analyze it from A to Z, and extract information using Python. The goal is to have the basics to become an autonomous data scientist. Each time, the training will consist of a theoretical part to understand the concepts and a practical part made up of cases, examples and concrete exercises.

Content

  • Use Spyder a text editor for Python.
  • Retrieve the data and integrate them into his work plan.
  • Efficiently manipulate data with Python and the Pandas library.
  • Use Python to do data science.
  • Program in Python.
  • Know the different data structures (lists, dictionaries, tables, dataframes, ...).
  • Explore and visualize data with Matplotlib, Seaborn and Bokeh.

Sessions

Il n'y a pas de cours de prévu dans les prochains jours.