Business Process Mining 2023/24 spring

Practice Sessions

Practice materials and exercises will usually be uploaded right before the practice session. Practice sessions will not be recorded.

• Practice 1 (12.02) Basic concepts of business process management
  • Classwork exercises
  • Equipment rental process
  • Pharmacy prescription process
• Practice 2 (19.02) - Process Performance Measurement and Dashboards
  • Classwork exercises
• Practice 3 (26.02) - Introduction to Process Mining
  • Classwork exercises
  • Call Center event log
• Practice 4 (04.03) - Automated Process Discovery
  • Classwork exercises
  • Device Repair event log
  • Sepsis Cases event log
  • Manufacturing Process event log
• Practice 5 (11.03) - Conformance Checking
  • Classwork exercises
  • Device Repair event log
  • Purchasing Process
  • Refund Process
• Practice 6 (18.03) - Performance Mining and Variant Analysis
  • Classwork exercises
  • Purchasing Process
  • Sepsis Cases event log
• Practice 7 (25.03) - What-if Process Mining
  • Classwork exercises
  • Credit Application simulation
  • Insurance Claims simulation
• Practice 8 (01.04) - Event Log Pre-Processing in Python
  • Practice Notebook (Please copy the notebook to your drive).
• Practice 9 (08.04) - Event Log Pre-Processing in Python continued
  • Practice Notebook (Please copy the notebook to your drive).
• Practice 10 (15.04) - Predicting process outcomes
  • Practice Notebook (Please copy the notebook to your drive).
  • Notebook support files (Please upload this files into the notebook files).
• Practice 11 (22.04) - Predicting remaining time
  • Practice Notebook
• Practice 12 (29.04) - Course project introduction
• 06.05 - No practice this week (project work)
• 13.05 - No practice this week (project work)
• 20.05 - No practice this week (project work)
• 27.05 - Project Presentations
  • Presentations will be in-person