Process Mining: Data science in Action

via Coursera

Coursera

1500 Courses


course image

Overview

Discover the dynamic intersection of data science and business process management with our course, "Process Mining: Data Science in Action," available on Coursera. This insightful course stands as the crucial link between traditional model-based process analysis and advanced, data-driven analysis methods. Designed for immediate application, the course equips learners with both the data science expertise and the practical software tools needed to analyze and enhance processes across various domains.

In today's data-centric world, leveraging big data smartly is not just an advantage—it's a necessity for survival. This course delves deep into process mining, a revolutionary field that marries data mining with business process management, offering a fresh perspective on data analysis. By confronting observed event data with process models, process mining illuminates the paths to operational excellence in any type of process, whether in healthcare, customer service, or system administration among others.

Engage with concrete data sets and user-friendly software to master key process mining analysis techniques. Learn to discover, conform, and enhance process models using raw event data with hands-on assignments that make theory actionable. Starting with a comprehensive overview of decision-support technologies, this introductory course progresses into detailed explorations of process mining's three main types: discovery, conformance, and enhancement, providing a solid foundation in the Business Process Intelligence field.

Upon completion, participants will gain a robust understanding of process mining and its significant role in today's data-driven society. You'll emerge equipped to initiate process mining projects, extend process models with crucial performance data, and generate actionable insights for both business improvement and IT development. Join us to bridge the gap between business and IT, and apply data science in action across a myriad of operational processes.

Offered through Coursera, this course aligns with categories such as Data Science Courses, Business Process Management Courses, and Process Mining Courses, opening a gateway to the profession of the future where data science meets process analysis for transformative business intelligence.

Syllabus


Taught by

Wil van der Aalst


Tags

europe

provider Coursera

Coursera

1500 Courses


Coursera

pricing Free Online Course (Audit)
language English
duration 22 hours
sessions On-Demand
level Intermediate