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PADS - Teaching

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    Courses

    • Introduction to Data Science
    • Business Process Intelligence
    • Advanced Process Mining
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    Pro-Seminars

    • Proseminar on Process and Data Science
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    Seminars

    • Data-Driven Approaches to Sustainability & Resilience
    • Selected Topics in Process Mining
    • Machine Learning applications in Process Mining
    • Prediction and Simulation in Process Mining
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    Labs

    • Process Conformance Checking using Python (MSc)
    • Process Conformance Checking using Python (BSc)
    • Process Discovery using Python (Master’s)
    • Introduction to Process Discovery using Python (Bachelor’s)
    • Process Mining in Celonis (MSc)
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    Thesis Projects

    • Bachelor Thesis - Case Generation for Object-Centric Process Simulation
    • Bachelor Thesis - A Camunda Plugin for Process Instance Migration based on Conformance Checking
    • Joint Master Thesis - Analyzing the Supply Network Process via Multi-Object Causal Models @ Celonis
    • Bachelor Thesis - Extending the GAIA-X Eclipse Data Space Connector with an Event Logger
    • Bachelor Thesis - A recommender system for process discovery
    • Master Thesis - Protecting Event Data and Process Mining Results Using Generalization Techniques
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    Completed Theses

    • 2023
    • 2022
    • 2021
    • 2020
    • 2019
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    Depth Oral Colloquium

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      HiWi Positions

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        New Process Mining Course by PADS and Celonis

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          Coursera Data Science in Action

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            PADS/Celonis Academic Center of Excellence

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              PADS - Research

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                Process Mining

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                  Publications

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                    Hardware

                    • HPC Cluster
                    • GPU Cluster
                    • Low-Power/IoT
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                    Software

                    • In-House Development
                    • External Data Mining
                    • External Information Systems
                    • XES and OCEL
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                    Event Logs

                    • Repository
                    • XES Certification
                    • Parquet for Process Mining
                    • (Un)Fair Event Logs
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                    Resources

                    • Featured Videos
                    • Slides and Videos
                    • Selected Publications
                    • Process Mining Manifesto
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                    Welcome

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                      Announcements

                      • BPM Test-of-Time Award at BPM 2023
                      • Dr. rer. nat. Mohammadreza Fani Sani defends his PhD thesis
                      • The new 2023 ranking of computer scientists by Research.com is out
                      • Video proceedings of the first Process Mining Summer School
                      • ICT Young Researcher Award 2022 for a PADS member, Mahsa Pourbafrani
                      • Connecting Process Mining and Sustainability
                      • Celonis Process Sphere provides easy access to the benefits of Object-Centric Process Mining
                      • Several awards for PADS members at ICPM 2022 in Bolzano
                      • PADS Excellence Initiative Started
                      • The Process Mining Handbook
                      • First Process Mining Summer School was a Big Success!
                      • RWTH and Celonis Strengthen Collaboration by Creating the new Engineering and Innovation Lab on the RWTH Aachen Campus
                      • Six Levels of Autonomous Process Execution Management (APEM)
                      • New talk series: the Artificial Intelligence Colloquium
                      • New Process Mining Course Created by PADS and Celonis
                      • Summer School on Process Mining
                      • RWTH awarded 'Celonis Process Mining Centre of Excellence' status
                      • Celonis Appoints ‘Godfather of Process Mining’ Professor Wil van der Aalst as Chief Scientist
                      • New process mining website is now live!
                      • PADS Involved in Two New Projects Combining Process Mining, AI, and Learning Analytics: AIStudyBuddy and BridgingAI
                      • Julian Schnitzler wins the prize for the best Bachelor CS thesis award at RWTH
                      • The Changing Process Mining Landscape
                      • Global Process Mining Survey Identifies Success Factors and Increasing Adoption of Process Mining
                      • Process mining scholarships sponsored by the Deloitte Foundation
                      • RWTH Center for Artificial Intelligence
                      • Interview with ACM member Prof. Wil van der Aalst
                      • OCEL Standard for Object-Centric Process Mining Released!
                      • Professor Wil van der Aalst has been named a fellow of the Association for Computing Machinery (ACM), the world's leading computing society
                      • First Audio Course on Process Mining
                      • PhD Positions on Machine Learning for Process Mining (ML4ProM) at RWTH Aachen University
                      • Prof. Dr. Wil van der Aalst named 2021 IEEE Fellow
                      • Do you want to apply cutting-edge process-mining techniques to your SAP data? Contact us!
                      • Tag der Informatik 2020 - Promo Video
                      • Wil van der Aalst elected as member of the North Rhine-Westphalian Academy of Sciences, Humanities and the Arts
                      • Professor Wil van der Aalst Elected IFIP Fellow
                      • New Membership Structure and Website for the IEEE Task Force on Process Mining
                      • PADS Teaching in the Coming Semester (Summer 2020)
                      • A Side of Data: Podcast On Process Mining
                      • WITS Keynote: Process Mining In Today’s Platforms Economy - Opportunities and Challenges
                      • Recognition for Process Mining: Celonis Wins the "Deutscher Zukunftspreis 2019"
                      • PM4Py: State-of-the-art-process mining in Python
                      • Business Process Hygiene: No Business Case Needed
                      • Process Mining: Bridging Not Only Data and Processes, But Also Industry and Academia
                      • Centeris/ProjMAN/HCist Keynote on Process Mining and the Limitations of the Directly-Follows Graphs (DFGs)
                      • PADS Teaching in the Coming Semester (Winter 2019-2020)
                      • First Japanese Process Mining Conference
                      • SEFM Keynote on Object-Centric Process Mining
                      • Process Mining Book Translated in Japanese
                      • Reflections on 40 years of Petri Net Conferences
                      • First International Conference on Process Mining was a Huge Success
                      • ICPM Keynote on 20 Years of Process Mining Research
                      • New Gartner Market Guide for Process Mining
                      • 1st International Conference on Process Mining (ICPM) June 2019 Aachen/Germany
                      • 39th International Conference on Applications and Theory of Petri Nets and Concurrency June 24 to June 29, 2018 in Bratislava
                      • PM4Py 1.0 Release Announcement
                      • Tag der Informatik 2018
                      • PADS starts new blog
                      • Lecture „Introduction to Data Science" now also semi-elective for Master Informatik, Master Software Systems Engineering, Master Media Informatics
                      • PADS - New topics for master‘s theses
                      • New Course Offer Winter Term 2018/2019
                      • Fraunhofer FIT celebrates anniversary: ​​35 years of applied research
                      • Alexander von Humboldt Ceremony
                      • Keynote on "Responsible Data Science in a Dynamic World" at the IFIP World Computer Congress in Poznan, Poland on September 18th 2018
                      • Keynote Summer Simulation Multi-Conference 2018
                      • Gartner Publishes Market Guide
                      • Alexander von Humboldt Professorship
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                            Students in a lecture hall © Martin Braun  

                          Our current courses can be found here

                           

                          Introduction to Data Science (WS 2023 / 2024)

                          Business Process Intelligence (SS 2023)

                          Advanced Process Mining (SS 2023)

                          last updated : 18/09/2023

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