Syllabus
1) general principles of python, variables, functions, jupyter notebook
2) data loading with pandas
3) creating graphs with matplotlib
4) hierarchical clustering in python
5) dimension reduction with PCA in python
6) linear regression and machine learning in python
7) visualizing molecules in python
Annotation
This course aims to teach the basics of the python programming language relevant in pharmaceutical settings.
The focus is on practical skills connected to data loading, data processing, creation of graphs and visualizations, and common data analysis approaches.