Learn how to use the free, open source process mining framework (ProM) to analyse, visualise, and improve processes based on data.
To view the videos in this online course, you need access to the TU/e intranet.
Week 1: Introduction into process mining and ProM
Introduction – ProM Lite – Event Logs – Converting data into an event log – Exploring and filtering event logs – Week 1 closing
Week 2: Process models and process discovery
Process models – Process discovery and process model quality – Alpha miner – Heuristics miner – Inductive miner – Fuzzy miner – Week 2 closing
Week 3: Advanced process mining techniques
Conformance checking – Performance analysis – Social network analysis – Process mining case studies – Overview of process mining activities – Week 3 closing
Week 4: Applying what you’ve learned
Event log exploration and filtering – Process discovery and conformance checking – Further process analysis – Beyond this course