Preparation for the practical course
Completion requirements
Dear all,
As discussed during the course, for the next lecture I will show you how you can use existing packages to run the examples of classification, clustering and dimensionality reduction that have been discussed during the course.
Please see below what you will need to follow the material for the next lecture.
Best,
Lida
We will use Python for the practical applications for next week.
For this, you will need the following:
- A working Python environment
- Jupyter notebooks (an example notebook will be provided before the lecture on Friday)
Please install the following packages to be able to follow the material:
- numpy
- scipy
- pandas
- matplotlib
- seaborn
scikit-learnumap-learn- xgboost
Last modified: Monday, 10 November 2025, 1:17 PM