Process Mining Mastery: Transform Data into Process Insights

Name: Process Mining Mastery: Transform Data into Process Insights
Rating: 4.7 (64 reviews)

Master Process Mining techniques to unlock data insights and drive process mapping, improvement and optimization

Highest Rated

Created byDr. Florian Detzel | BI Academy

Last updated 8/2026

English

German [Auto],English [Auto],

What you'll learn

Understand Process Mining Fundamentals and event logs
Create and analyse process models based on event logs
Get familiar with common data quality issues and how to solve them
Learn how to choose the best Case ID
Get hands-on experience using free tools (e.g. ProM and Disco)
Understand Process Discovery and Conformance Checking
Learn how to derive insights from process mining results for improving your processes

Course content

8 sections • 66 lectures • 5h 31m total length

Getting to Know Your Lecturer2:42
Course Agenda - Overview1:56
Learning Objectives1:26
Process Mining - Definition2:19
Questions for Process Mining1:33
Process Mining - A basic Example1:52
Process Mining and Business Process Management2:21
Process Mining and BI - Data-driven Insights Into Processes5:30
Where is Process Mining typically Used?5:12
Benefits of Process Mining5:34
Questions about Process Mining Fundamentals
Download the Course Slides0:01
Download the Course Slides as PDF here!

Overview4:58
Process Discovery5:00
Types of Process Discovery Algorithms11:42
Process Discovery - Concurrency6:57
Master concurrency in process discovery by contrasting alpha miner with inductive miner and fuzzy miner, which model parallel activities to produce accurate healthcare process insights.
Conformance Checking4:29
Conformance Checking Techniques10:13
Conformance Checking - Key Benefits6:43
Conformance Checking - Use Cases4:08
Enhancement3:50
Enhancement - Repair4:32
Enhancement - Extend4:20
Extend enhances process models by adding performance data, resource and role information, and predictive and prescriptive analysis, enabling better resource allocation, bottleneck identification, and proactive decision making in loan processing.
Enhancement - The Wider Perspectives6:53
Process Mining L* Lifecycle2:48
Explore the all-star lifecycle of a process mining project, from planning and data extraction to control flow model linking to an event log and operational insights with time and resources.
Questions about the types of process mining

Download the Event Logs used in this course0:20
Download ProM0:41
ProM: Download, Setup & Getting Started9:20
ProM: Introducing the User Interface10:49
ProM: View Event Log Statistics9:50
ProM: Process Discovery with Alpha Miner9:07
ProM: Process Discovery with Fuzzy Miner7:54
Build a fuzzy model with ProM's fuzzy miner from the Tiller claims dataset, adjust node and edge filters and concurrency, and compare with inductive miner to reveal significant variations.
ProM: Process Discovery with Inductive Miner4:29
ProM: Conformance Checking9:37
Download Disco0:15
Disco: Download & Setup3:13
Gain a quick glimpse into the disco process mining tool by installing the setup, and note free version limits (demo mode, 100 event imports, export restrictions) while exploring its UI.
Disco: Process Discovery18:48
Congratulations!2:24

Combining BI and Process Mining in a Power BI Dashboard11:44
Petri Nets5:23
Process Mining - Key Metrics and KPI (1/2)4:11
Process Mining - Key Metrics and KPI (2/2)4:15
Object-Centric Process Mining: Introduction4:29
Object-Centric Process Mining: Applications4:50
Object-Centric Process Mining: Challenges4:07
Object centric process mining introduces data complexity, limited tool support, and complex models, requiring robust data integration across multiple objects and specialized software to ensure data quality and interpretability.
Predictive Process Monitoring5:14
Predictive Process Mining: Types of Predictions4:43
Predictive Process Mining: Applications4:44
Predictive Process Mining: Challenges4:20
Multi-Perspective Process Mining5:26
Multi-Perspective Process Mining - Applications5:29
Multi-Perspective Process Mining: Challenges6:09
Social Network Mining from Processes5:18
Mining a Working Together Network in ProM4:23
Mining a Handover of Work Network in ProM3:23

Requirements

No expertise in Process Mining or Data Analytics is required! You will learn everything in this course.

Description

Unlock the Power of Process Mining to Transform Your Business!

This is the only course you need to truly master process mining. Whether you're a beginner or looking to refine your skills, this course offers a comprehensive introduction to process mining using tools like Disco and ProM. Unlike many courses that focus on a specific platform, we focus on the universal techniques and methods behind process mining, empowering you to apply your knowledge across different tools and technologies.

You’ll gain hands-on experience with real-world data, event logs, learning how to identify bottlenecks, inefficiencies, and opportunities for improvement in your business processes. This is not just theory – you’ll get to work with actual business cases to develop actionable insights that directly impact your organization's performance.

By the end of this course, you’ll have the confidence to apply process mining techniques independently. Whether you're in operations, data analysis, or management, the skills you’ll gain here are directly applicable to any role focused on process optimization and data-driven decisions.

Why wait? Join today and start unlocking hidden opportunities in your business processes. This course is the perfect way to improve your process optimization skills, gain industry-relevant expertise, and enhance your career. Plus: You can download the whole course slides!

Who this course is for:

This course is suited for everyone interested in Process Mining. It does not matter if you already have experience in Process Mining or not. The course is designed to teach the fundamentals and then - step-by-step - go into the details and practical application.
This course is especially relevant for Business Analyts, Data Analysts and Process Managers/Owners who want to extend their skillset.

Process Mining Mastery: Transform Data into Process Insights

What you'll learn

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Course content

Module 1: Introduction11 lectures • 30min

Module 2: Event Logs6 lectures • 24min

Module 3: Types of Process Mining13 lectures • 1hr 17min

Module 4: Process Mining Software4 lectures • 23min

Module 5: Applying Process Mining (Exercises)13 lectures • 1hr 27min

Module 6: Advanced Topics17 lectures • 1hr 28min

Module 7: Conclusion1 lecture • 1min

Bonus Lecture1 lecture • 1min

Requirements

Description

Who this course is for: