Courses - Process Mining

The profession of future

In 2019, Gartner published a market guide for Process Mining. To take the first steps into this promising, exciting field, check out the courses taught by the pioneers.

EXPLORE THE COURSES

Process Mining: Data science in Action

Created by: Wil. van der Aalst

The course explains the key analysis techniques in process mining. Participants will learn various process discovery algorithms. These can be used to automatically learn process models from raw event data. Various other process analysis techniques that use event data will be presented. Moreover, the course will provide easy-to-use software, real-life data sets, and practical skills to directly apply the theory in a variety of application domains.

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After taking this course, you should

Have a good understanding of Business Process Intelligence techniques (in particular process mining).

Understand the role of Big Data in today’s society.

Be able to relate process mining techniques to other analysis techniques such as simulation, business intelligence, data mining, machine learning, and verification.

Be able to apply basic process discovery techniques to learn a process model from an event log (both manually and using tools).

Be able to apply basic conformance checking techniques to compare event logs and process models (both manually and using tools).

Be able to extend a process model with information extracted from the event log (e.g., show bottlenecks).

Have a good understanding of the data needed to start a process mining project.

Be able to characterize the questions that can be answered based on such event data.

Explain how process mining can also be used for operational support (prediction and recommendation).

Be able to conduct process mining projects in a structured manner.

Other courses

Process Mining, From theory to execution

Wil. van der Aalst with Celonis

Enter an entirely new academic discipline, which has since become the industry standard for better business process execution. Learn about the science behind the technology and its real-life applications, during this self-paced, virtual course.

Process Mining as the Bridge between Process Science and Data Science

Wil. van der Aalst

The first audio course on process mining is now available from listenable. In less than 75 minutes, you get introduced to the wonderful world of process mining.

Introduction to Process Mining with ProM

Eric Verbeek, Joos Buijs

Learn how to use the free, open source process mining framework (ProM) to analyse, visualise, and improve processes based on data.

Celonis Academy

Celonis

Fundamentals of BPM

Marlon Dumas, Marcello La Rosa, Jan Mendling, Hajo A. Reijers

ARIS

SOFTWARE AG

Explore and deep-dive into the practice of business process management and learn how to structure, document, analyze and transform your business and IT architectures. Digital transformation made easy with ARIS capabilities.

Minit Academy

minit

myInvenio Academy

myInvenio

PAFnow Training

PAFnow

The PAFnow training optimally prepares you to independently analyze your business processes with PAFnow, to create your own evaluations and to sustainably improve your processes.

UiPath Academy

UiPath

A Step-by-Step Introduction to Process Mining

Open HPI

The goal of this online course is to provide a general understanding of the concepts and techniques behind process mining.

Business Process Analytics

Blue courses

This course provides the essential foundation for those who want to get started with business process analytics in order to improve business processes in an objective and data-driven manner.

Business Process Analytics in R

Data camp

Learn how to analyze business processes in R and extract actionable insights from enormous sets of event data.

Process analytics met R

Uhasselt

Process Mining in Healthcare

Eindhoven University of Technology

Learn how process mining can be used to turn healthcare data into valuable insights to improve patient care while reducing costs.

Process Mining with Celonis

Dennis Arrindell

Learn and practice how to combine data science and process mapping techniques to visualize processes with real data.

A Hands-On Introduction to Process Mining

Wil. van der Aalst

Compact course to learn the basics of Process mining. After this course, you will understand the concepts and you will be able to analyze event data. Using the provided software, you can immediately start improving any operational process.

Basics of Data Science

Wil. van der Aalst, Lisa Luise Mannel

"Basics of Data Science" gives a comprehensible overview of many fundamental concepts and tools of data science, including data quality and data preprocessing, supervised and unsupervised learning techniques including their evaluation, frequent itemsets and association rules, sequence mining, process mining, text mining, and responsible data science.