Lectures
Here you can find the description and materials for each course lecture (a few hours after each lecture). The public YouTube series (recorded in 2022) covers the main topics of the lectures in a more condensed format, but it is not updated to 2026. This information is also available in the course Moodle.
12.02 - Lecture 1: Introduction
19.02 - Lecture 2: Concepts & Capabilities of Process Mining
- Slides
- Sepsis cases event log (real-life, source).
- Device repair event log (synthetic).
- Public YouTube series from previous years: Part 1, Part 2, Part 3
26.02 - Lecture 3: Automated Process Discovery
05.03 - Lecture 4: Performance Mining
- Slides
- Purchase-to-Pay event log (synthetic)
- Public YouTube series from previous years: Part 1, Part 2, Part 3
12.03 - Lecture 5: Conformance Checking & Variant Analysis
19.03 - Lecture 6: Descriptive PM Review & Tool Support
- Slides
- Additional Slides (Declarative PM)
- Public YouTube series from previous years (Declarative PM): Part 1, Part 2, Part 3, Part 4
- Additional Slides (Process Discovery Algorithms)
- Public YouTube series from previous years (Process Discovery Algorithms): Part 1, Part 2, Part 3, Part 4
26.03 - Lecture 7: Predictive Process Monitoring
02.04 - Lecture 8: Process Simulation & “What-If” Analysis
- Slides TBA
09.04 - Lecture 9: Advanced Process Simulation
- Slides TBA
16.04 - Lecture 10: Predictive/Prescriptive PM Review & Tool Support
- Slides TBA
23.04 - Lecture 11: Project Management & Data Extraction for Process Mining
- Slides TBA
30.04 - Lecture 12: Process Mining in Research
- Slides TBA
07.05 - Lecture 13: Process Mining in Practice (guest lecture)
- Slides TBA
14.05 - No lecture (project work)
This lecture session is designed for you to work on the course project.
21.05 - No lecture (project work)
This lecture session is designed for you to work on the course project.
28.05 - Project Presentations
During this session, each team will do a presentation (in-person) of their course project.
License: The slides and videos in this Web page are licensed under the terms of the Creative Commons Attribution-NonCommercial 4.0 International license (CC BY-NC 4.0)