Process Mining & Process Intelligence (Udemy.com)

PROCESS INTELLIGENCE & PROCESS MINING: A TOOL-AGNOSTIC, CONCEPT-FIRST MASTERCLASS

*** This course contains the use of artificial intelligence. ***

Master process mining in a practical, modern, and tool-independent way.

This course teaches the foundations of process intelligence and process mining using a concept-first approach. Instead of depending on one commercial platform, you will learn the principles that apply across tools: event logs, cases, activities, timestamps, variants, bottlenecks, throughput, and process discovery.

The course has recently been streamlined from about 5 hours to less than 3 hours. Most older Celonis-specific content has been removed, and the course is now shifting toward free tools, AI-assisted workflows, and practical “vibe coding” approaches.

You may still find occasional Celonis references in the current material. These are being replaced gradually. Celonis remains useful as an industry example, but it is no longer the center of the course.

Why This Course Is Tool-Agnostic

Process mining tools are powerful, but they change over time. Features, interfaces, free plans, and licenses can all change.

That is why this course focuses on skills that last:

• Understanding event logs

• Discovering real process flows

• Interpreting variants and deviations

• Detecting bottlenecks

• Analyzing throughput and case-level behavior

• Communicating insights to decision-makers

The goal is to help you understand process mining itself, whether you later use Celonis, UiPath, Microsoft Process Mining, Apromore, Disco, PM4Py, Power BI, Python, or future AI-powered tools.

Free Tools and Vibe Coding

A major update to this course is the move toward free and flexible process mining practice.

The course includes free process mining tools and AI-assisted exercises that help you explore process mining concepts without depending on paid software.

You will learn how to use simple tools and AI support to:

• Load event logs

• Generate simple process maps

• Explore variants

• Find bottlenecks

• Create basic dashboards

• Build small process mining prototypes

These exercises are educational and intentionally simple. They are not meant to replace enterprise platforms. Their purpose is to help you understand what process mining tools are doing underneath the surface.

Process Mining With AI and LLMs

The course also explores how Large Language Models can support process mining work, including:

• Explaining process graphs

• Interpreting event logs

• Generating hypotheses

• Supporting Python code generation

• Turning technical findings into clear management explanations

This prepares you for the future of process intelligence, where analytics, automation, and AI increasingly come together.

What You Will Learn

By the end of this course, you will be able to:

• Explain the foundations of process intelligence and process mining

• Work with event logs, cases, activities, and timestamps

• Perform and interpret process discovery

• Analyze variants, bottlenecks, and throughput

• Use free tools for process mining practice

• Build simple AI-assisted process mining prototypes

• Apply process mining concepts in healthcare, finance, logistics, manufacturing, government, and operations

• Communicate process insights clearly

Who This Course Is For

This course is useful for professionals and learners in:

• Operations and production

• Healthcare

• Finance and government

• Digital transformation

• BPM, RPA, and process improvement

• Analytics and data science

• Manufacturing, logistics, and supply chain

• It is also suitable for beginners who want to understand how real processes behave in practice, not just how they are drawn on paper.

What This Course Is NOT

This course is not:

• A Celonis certification

• A vendor-specific tool tutorial

• A BPMN course

• A full data science course

• An enterprise integration course

• A replacement for commercial process mining software

It is a practical, universal, concept-first process mining course with free-tool, AI-assisted, and illustrative industry examples.

Tool Access

Your learning does not depend on paid software.

Some commercial tools may be mentioned as examples, and some features may require paid licenses. But the core course can be completed using free tools, generic exercises, PM4Py-based examples, and AI-assisted prototypes.

Disclaimers

Celonis is a registered trademark of Celonis SE.

This course is independent and not affiliated with or endorsed by Celonis.

All demonstrations are conceptual and intended to teach universal process mining principles.

AI-assisted prototypes and vibe coding exercises are educational tools and are not intended to replace enterprise-grade process mining platforms.