Institute of Computer Science
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  2. 2020/21 spring
  3. Business Process Mining (LTAT.05.025)
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Business Process Mining 2020/21 spring

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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)

  • Lecture 1 (09.02) - Introduction
    • Slides
    • Video
  • Lecture 2 (16.02) - Process Performance Measurement and Dashboards
    • Slides
    • Video
  • Lecture 3 (23.02) - Concepts & Capabilities of Process Mining
    • Slides
    • Video
  • Lecture 4 (02.03) - Automated Process Discovery
    • Slides
    • Video
  • Lecture 5 (09.03) - Conformance Checking and Variant Analysis
    • Slides
    • Video
  • Lecture 6 (16.03) - Performance Mining and Variant Analysis
    • Slides
    • Video
  • Lecture 7 (23.03) - What-If Process Mining
    • Slides
    • Video
    • Sample Simulation Model (unzip and simulate in Apromore)
  • Lecture 8 (30.03) - Project Management and Data Extraction for Process Mining
    • Slides
    • Video
  • 06.04 - No lecture (practice session only)
  • Lecture 9 (13.04) - Predictive Process Monitoring
    • Slides
    • Video
  • 20.04 - No lecture (practice session only)
  • Lecture 10 (27.04) - Process Mining Algorithms
    • Slides
    • Video
  • Lecture 11 (04.05) - Course Recap and Trends in Process Mining
    • Slides
    • Video
  • 11.05 - No lecture (project work)
  • 18.05 - No lecture (project work)
  • 25.05 - No lecture (project work)
  • Institute of Computer Science
  • Faculty of Science and Technology
  • University of Tartu
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