Learn how to use the free, open source process mining framework (ProM) to analyse, visualise, and improve processes based on data. Process mining combines business process management with data science. Using process mining, you can analyse and visualise business processes based on event data recorded in event logs. For example, you could analyse how people use public transportation; verify whether a loan application is processed correctly by a bank; or predict when hardware parts are likely to fail. This online course will give you an introduction to this new and exciting field.
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Syllabus
Week 1: Introduction into process mining and ProM
Week 2: Process models and process discovery
Week 3: Advanced process mining techniques
Week 4: Applying what you’ve learned
What will you achieve?
By the end of the course, you'll be able to...
- Identify event data suitable for analysis
- Apply various process mining techniques in the ProM lite tool to event logs
- Interpret the results of various process mining techniques in the ProM lite tool
- Describe the process flow, based on the event data
- Improve processes based on process mining analysis of the event data
Who is the course for?
This course is designed for anyone with an interest in business process management (BPM), data science and/or process analytics. No specific prior knowledge is required, only a healthy interest is required.
