Basic Data Science in Python - 2023

Welcome to the Basic Data Science in Python course at Aarhus University. In this repository, you will find the code from the lectures, as well as problems for the tutorials.

Structure

The structure of the repository is as follows:

  • data: the datasets we will be using in the lectures and tutorials, as well as the handin
  • day 1: lecture notebooks and tutorial for the first course day
  • day 2: lecture notebooks and tutorial for the second course day
  • day 3: lecture notebooks and tutorial for the third course day
  • day 4: lecture notebooks and tutorial for the fourth course day
  • handin: the four handins

Setup

Before you begin, please install Anaconda. After installing conda, you should run the following commands to set up a suitable environment for the course:

conda create -n py23 scipy numpy scikit-learn pandas jupyter matplotlib seaborn
conda activate py23

To run jupyter, run the following command:

jupyter lab