Lectures
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)
Slides and lecture recordings will be uploaded usually a few hours and at most a few days after the lecture. The public YouTube series (recorded in 2022) covers main topics of the lectures in a more condensed format, but is not updated to 2024.
- Lecture 1 (12.02) - Introduction
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 2 (19.02) - Process Performance Measurement and Dashboards
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 3 (26.02) - Concepts & Capabilities of Process Mining
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 4 (04.03) - Automated Process Discovery
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 5 (11.03) - Conformance Checking and Variant Analysis
- Lecture 6 (18.03) - Performance Mining and Variant Analysis
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 7 (25.03) - Process Simulation & “What-If” Process Mining
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 8 (01.04) - Project Management and Data Extraction for Process Mining
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 9 (08.04) - Declarative Process Mining
- Lecture 10 (15.04) - Predictive Process Monitoring
- Slides
- Lecture recording
- Public YouTube series: Part 1
- Lecture 11 (22.04) - Process Mining Algorithms
- Lecture 12 (29.04) - Course Recap and Trends in Process Mining
- Slides
- Lecture recording
- Public YouTube series: Part 1, Part 2, Part 3
- Lecture 13 (06.05) - Process Mining in Practice (guest lecture by Anastasiia Glebova)
- Slides
- Optional: You may write a short summary of this lecture for bonus points (see Assessment page)
- 13.05 - No lecture (project work)
- 20.05 - No lecture (project work)
- 27.05 - Project Presentations
- Presentations will be in-person