Sertifikat Berbayar Menengah Data Science

Penambangan Proses: Aksi Ilmu Data -- Universitas Teknologi Eindhoven

Eindhoven University of Technology

Kursus oleh Profesor Wil van der Aalst dari Universitas Teknologi Eindhoven yang mengajarkan teknik penambangan proses untuk menemukan, memantau, dan meningkatkan proses nyata dengan mengekstraksi pengetahuan dari log peristiwa dalam sistem informasi.

Durasi

4 weeks

Tingkat

Menengah

Batas Waktu

Tanpa Batas Waktu

🌐 Bahasa tersedia: English
📅 Terakhir diperbarui: 2026-03-24

📋 Prasyarat

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.

👥 Untuk Siapa Kursus Ini

  • 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

📚 Apa Yang Akan Anda Pelajari

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

🏛️ Tentang Institusi — 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.

Didirikan

1956

Lokasi

Eindhoven, Netherlands

Pengakuan

Top 125 Global University — QS World University Rankings 2024

❓ Pertanyaan yang Sering Diajukan

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.

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