BPM‐PM

This is the home page of the classes on Process Mining

• held by Andrea Vandin
• for the course BPM at the University of Pisa, Master Degree in Data Science and Business Informatics

Material for classes

Class 1: Introduction to Process-oriented Data Science and Process mining

• Notebook
• Slides on Disco tutorial (pptx)
  • Compact version with only tool-related instructions
• Necessary CSV files
  • Burgers
  • Purchases

Class 2: The Python library for Process Mining: PM4Py.

• Notebook PM4Py
  • EXTRA MATERIAL: Introductory notebook on Numpy and Pandas
    • Useful/necessary if not experienced in python and/or these two python libraries
  • EXTRA MATERIAL: Notebook PM and Data: case studies, benchmarks, event data vs non event data

Class 3: Mining Dependency graphs with the Heuristic miner

• Notebook
• EXTRA MATERIAL. Topic covered by Prof. Bruni: Mining Petri nets with the Alpha miner
  • Notebook

Class 4: Conformance checking: how good is my model? How good is the log?

• Notebook