Python for data science

Course/Event Essentials

Event/Course Start
Event/Course End
Event/Course Format
Online
Live (synchronous)

Venue Information

Country: Belgium
Venue Details: Click here

Training Content and Scope

Scientific Domain
Level of Instruction
Intermediate
Sector of the Target Audience
Research and Academia
Industry
Public Sector
HPC Profile of Target Audience
Application Developers
Data Scientists
Language of Instruction

Other Information

Supporting Project(s)
EuroCC/CASTIEL
Event/Course Description

Topics covered

Python is one of the dominant languages in data science.  In this training we will cover a number of modules that are useful for data preparation, analyzing data, visualization, and machine learning.

Subject and Python modules that will be covered:

  • representing, transforming & querying data: pandas
  • visualization: seaborn
  • parsing data & regular expressions
  • machine learning: scikit-learn, keras

Previous knowledge

Experience in Python programming.