Visión general | A Step-by-Step Introduction to Process Mining |

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Organization

This section provides an overview of the organizational aspects of the course.

Welcome

Texto

Organization of the Course

Vídeo

Pre-Course Survey

Encuesta

Post-Course Survey

Encuesta

Week 1

In the first week, we will cover the fundamentals of process mining in eleven videos. We think it is important to start a course on process mining with the most important input: data.

Welcome to Week 1

Texto

1.0 - Welcome to Week 1

Vídeo

1.1 - Introduction to Business Processes

Vídeo

1.1 Introduction to Business Processes

Prueba de autoevaluación

1.2 - Overview

Vídeo

1.2 Process Mining Overview

Prueba de autoevaluación

1.3 - Data in Business Process Executions

Vídeo

1.3 Data in Business Process Executions

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1.4 - From Data to Events

Vídeo

1.4 From Data to Events

Prueba de autoevaluación

1.5 - Event Logs and Instance Correlation

Vídeo

1.5 Event Logs and Instance Correlation

Prueba de autoevaluación

1.6 - Traces and Trace Variants

Vídeo

1.6 - Traces and Trace Variants (last slide)

Vídeo

1.6 Traces and Trace Variants

Prueba de autoevaluación

1.7 - Process Discovery

Vídeo

1.7 Process Discovery

Prueba de autoevaluación

1.8 - Process Enhancement

Vídeo

1.8 Process Enhancement

Prueba de autoevaluación

1.9 - Practical Aspects: Simulating Event Logs

Vídeo

1.9 Practical Aspects: Simulating Event Logs

Prueba de autoevaluación

1.10 - Practical Aspects: Process Discovery and Enhancement

Vídeo

1.10 Practical Aspects: Process Discovery and Enhancement

Prueba de autoevaluación

1.11 - Summary Week 1

Vídeo

Course material

Texto

Homework Week 1

Prueba evaluada

Week 2

In the second week, we will cover advanced concepts of process mining in 10 videos. We will discuss quality metrics for process mining, conformance checking, enhancement techniques, and practical aspects.

Welcome to Week 2

Texto

2.0 - Welcome to Week 2

Vídeo

2.1 - Quality Dimensions in Process Mining

Vídeo

2.1 Quality Dimensions in Process Mining

Prueba de autoevaluación

2.2 - Application of Quality Dimensions

Vídeo

2.2 Application of Quality Dimensions

Prueba de autoevaluación

2.3 - Conformance Checking: Objective

Vídeo

2.3 Conformance Checking Objective

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2.4 - Conformance Checking: Basic Principle

Vídeo

2.4 Conformance Checking Basic Principle

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2.5 - Conformance Checking: Insights

Vídeo

2.5 Conformance Checking Insights

Prueba de autoevaluación

2.6 - Decision Mining

Vídeo

2.6 Decision Mining

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2.7 - Time Prediction

Vídeo

2.7 Time Prediction

Prueba de autoevaluación

2.8 - Practical Aspects: Manual Conformance Checking

Vídeo

2.8 Practical Aspects of Manual Conformance Checking

Prueba de autoevaluación

2.9 - Practical Aspects: Automated Conformance Checking

Vídeo

2.9 Practical Aspects of Automated Conformance Checking

Prueba de autoevaluación

2.10 - Summary Week 2

Vídeo

Course material

Texto

Homework Week 2

Prueba evaluada