Business Processes

This course covers the basics of financial impact estimation for machine learning models deployed in business processes. We will discuss the general approaches to financial estimation, consider the applications to credit scoring and marketing response models, and focus on the relationship between statistical model quality metrics and financial results, [...]

Learn how to use the free, open source process mining framework (ProM) to analyse, visualise, and improve processes based on data. Process mining combines business process management with data science. Using process mining, you can analyse and visualise business processes based on event data recorded in event logs. For [...]