Process Mining: Data science in Action
SAMPLEProcess mining is the missing link between model-based process analysis and data-oriented analysis techniques. Through concrete data sets and easy to use software the course provides data science knowledge that can be applied directly to analyze and improve processes in a variety of domains.

The following are sample learning materials for this course. These materials are licensed under Copyrighted work.
Weekly outline
- General
General
- Introduction
Introduction
- Data Mining
Data Mining
- Process Modeling and Analysis
Process Modeling and Analysis
- Process Discovery: An Introduction
Process Discovery: An Introduction
- Advanced Process Discovery Techniques
Advanced Process Discovery Techniques
- Conformance Checking
Conformance Checking
- Mining Additional Perspectives
Mining Additional Perspectives
- Operational Support
Operational Support
- Getting the Data
Getting the Data
- Tool Support
Tool Support
- Analyzing “Lasagna Processes”
Analyzing “Lasagna Processes”
- Analyzing “Spaghetti Processes”
Analyzing “Spaghetti Processes”
- Cartography and Navigation
Cartography and Navigation
- Conclusion
Conclusion