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Paid Certificate Intermediate Data Science

Process Mining: Data Science in Action -- Eindhoven University of Technology

Eindhoven University of Technology

A course by Professor Wil van der Aalst from Eindhoven University of Technology that teaches process mining techniques for discovering, monitoring, and improving real processes by extracting knowledge from event logs in information systems.

Duration

4 weeks

Level

Intermediate

Deadline

No Deadline

🌐 Available Languages: English
📅 Last Updated: 2026-03-24
Enroll Now → Get Step-by-Step Guide — $9.99

📋 Prerequisites

A basic understanding of logic, sets, and statistics at the undergraduate level. Basic computer skills are required to use the software provided, but no programming experience is needed.

👥 Who Should Take This Course

  • • Business analysts seeking data-driven process improvement techniques
  • • Data scientists interested in analyzing organizational workflows
  • • Operations managers looking to optimize business processes
  • • IT professionals working with enterprise information systems

📚 What You Will Learn

1

Introduction to Process Mining and Event Log Data

2

Process Discovery Algorithms: Alpha Algorithm and Beyond

3

Conformance Checking and Model Enhancement

4

Data Mining Techniques for Process Analysis

5

Process Monitoring and Operational Support

6

Hands-on Exercises with ProM and Real-World Data Sets

🏛️ About the Institution — Eindhoven University of Technology

Eindhoven University of Technology (TU/e) is a leading research university in the Netherlands specializing in engineering science and technology. It is home to the Data Science Center Eindhoven and is recognized as a global pioneer in process mining research.

Founded

1956

Location

Eindhoven, Netherlands

Recognition

Top 125 Global University — QS World University Rankings 2024

❓ Frequently Asked Questions

What is process mining and how is it different from data mining? ▼
Process mining bridges the gap between traditional model-based process analysis and data-oriented analysis techniques. While data mining focuses on finding patterns in general data, process mining specifically analyzes event logs to discover, monitor, and improve actual business processes as they are executed in reality.
How can I get a certificate for free? ▼
You can audit the course for free to access all learning materials. To earn a certificate, apply for the platform's financial aid program, which provides full access including graded assignments and certificates at no cost.
What software tools are used in this course? ▼
The course uses ProM, an open-source process mining framework developed by Eindhoven University of Technology. ProM is freely available and provides a comprehensive set of tools for process discovery, conformance checking, and enhancement.

🏷️ Topics

#process-mining #data-science #business-process #event-logs #analytics #ProM #workflow

📖 Get Step-by-Step Guide

Complete walkthrough with screenshots, tips, and troubleshooting

  • ✓ Step-by-step registration walkthrough
  • ✓ Screenshot tutorials for each step
  • ✓ Common mistakes to avoid
  • ✓ Tips to complete faster
  • ✓ Troubleshooting FAQ
$9.99 — Get Step-by-Step Guide

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