DS101 @DHBW 2020

Learn the basics of reproducible research in python, then continue with an introduction to the whole data science lifecycle.

Details

Where

University of applied sciences https://www.dhbw-stuttgart.de in Stuttgart, Germany (probably remote due to COVID-19 restrictions)

When

7th until 9th of December 2019

What

  • version control using git
  • reproducible environments using conda and docker
  • introduction to python for data science
  • the data science process
  • data cleaning
  • modeling
  • model deployment
  • data governance & data science
  • brief outlook into big data applications