Programming for data analysisLaajuus (5 cr)

Objective

The main objective of the course is to learn to create decision tree machine learning models using Python programming language. In the process the basics of Python programming for handling and visualizing data will be studied.

Content

The course starts from the basics of Python programming especially for handling and visualizing data. Next we will continue to decision tree machine learning models. We will go through these models theoretically and in practice using Python. Pandas, Scikit-learn and Seaborn libraries will be used among others.