Predicitve Analytics Teaching Examples
This repository contains various live coding examples of selected predictive machine learning modelling techniques. In particular, the course covers various regression methods and classification methods. Through an analytical and competitive comparison of these machine learning techniques, lecturers and students can apply these approaches to individualised use case data, adapt and even extend the code units. Students can learn how individual machine learning models can react to different data and that a differentiated perspective on the selection decision of models must always be taken into account. The coding examples are part of the course ‘Predictive Analytics’, which is offered as a compulsory elective for Master’s students at the University of Hohenheim in Stuttgart, Germany.
