A Hands-On Introduction to Process Mining

02/11/2023

Are you eager to delve into the world of process mining and learn the Celonis software? Don't miss this exciting opportunity to enroll in our latest course, "A Hands-On Introduction to Process Mining."

 

This comprehensive 5-week program is instructor-paced, offering new learning materials each week, including lecture videos, reading materials, Celonis tutorials, recap questions, and hands-on quizzes.

 
  A Hands-On Introduction to Process Mining © pads
 
 

Some highlights about the course:

  • No prior knowledge of process mining is required. You will gain proficiency in fundamental process mining concepts, such as:
    • Traditional and object centric event logs
    • Process modeling notations (DFGs, Petri nets and BPMNs) and process discovery
    • Conformance checking techniques (alignment-based, footprint-based, token-based replay)
    • Comparative and predictive process mining
  • Hands-on tutorials will guide you through the application of process mining techniques using the Celonis software.
  • Many theoretical and hands-on questions are designed to improve the learning experience and test your knowledge.
  • By joining the verified track and successfully completing the quizzes, you will receive an online certificate signed by Professor Wil van der Aalst.

Syllabus

Week1: Welcome and basic concepts

  • Overview of the Process Mining Field and Basic Concepts
  • Introduction to Celonis Tool

Start Date: 8 November 2023

End Date: 14 November 2023

Week2: Process discovery

  • Process Discovery and Directly-Follows Graphs
    • Introduction to Directly Follows Graphs
    • DFG Filtering Techniques
    • Limitations of DFGs
  • Discover Sophisticated Process Models
    • Petri Nets Introduction
    • Discovery and Advantages of Higher-Level Process Models
    • Inductive Miner
  • Celonis Hands-On
  • Quiz (verified track)

Start Date: 15 November 2023

End Date: 21 November 2023

Week3: Conformance checking

  • Introduction to Conformance Checking
  • Conformance Checking Techniques
    • Alignment-Based Conformance Checking
    • Footprint-Based Conformance Checking
    • Token-Based Replay Conformance Checking
  • Wrap-Up Conformance Checking
  • Celonis Hands-On
  • Quiz (verified track)

Start Date: 22 November 2023

End Date: 28 November 2023

Week4: Process Analysis

  • From Traditional Event Logs to Object-Centric Event Logs
    • Exploring Event Data and Extraction Challenges
    • Objects in Object-Centric Event Logs
    • Exploring Object-Centric Event Logs and Challenges
  • Comparative and Predictive Process Mining
    • Extending Process Models
    • Comparative Process Mining
    • Predictive Process Mining
  • Celonis Hands-On
  • Quiz (verified track)

Start Date: 29 November 2023

End Date: 5 December 2023

Week5: Closing and Final Quiz

  • Closing talk
  • Theoretical Final Exam (verified track)
  • Hands-on exam (verified track)

Start Date: 6 December 2023

End Date: 12 December 2023

Don't miss out on this opportunity to expand your knowledge and skills in process mining. Enroll today!

Starting date: 08.11.2023

Duration: 5 weeks

Level: introductory

Enrolment link: https://www.edx.org/course/process-mining-course-v1-rwthx-pm-1t2023?utm_campaign=social-sharing-course-page&utm_medium=social&utm_source=email