TU/e - Introduction to Process Mining with ProM
- Offered byFutureLearn
Introduction to Process Mining with ProM at FutureLearn Overview
Introduction to Process Mining with ProM
at FutureLearn
Duration | 4 weeks |
Total fee | ₹3,275 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Introduction to Process Mining with ProM at FutureLearn Highlights
Introduction to Process Mining with ProM
at FutureLearn
- Duration 4 weeks
- Weekly study 3 hours
- 100% online Learn at your own pace
Introduction to Process Mining with ProM at FutureLearn Course details
Introduction to Process Mining with ProM
at FutureLearn
Skills you will learn
More about this course
- Process mining combines business process management with data science. Using process mining, you can analyse and visualise business processes based on event data recorded in event logs. For example, you could analyse how people use public transportation; verify whether a loan application is processed correctly by a bank; or predict when hardware parts are likely to fail. This online course will give you an introduction to this new and exciting field.
Introduction to Process Mining with ProM at FutureLearn Curriculum
Introduction to Process Mining with ProM
at FutureLearn
Introduction into process mining and ProM
Introduction
ProM lite
Event logs
Converting data into an event log
Exploring and filtering event logs
Week 1 closing
Process models and process discovery
Process models
Process discovery and process model quality
The Alpha miner
The Heuristics miner
Inductive miner
Fuzzy miner
Week 2 closing
Advanced process mining techniques
Conformance checking
Performance analysis
Social network analysis
Process mining case studies
Overview of process mining activities and process types
Week 3 closing
Applying what you've learned
Event log exploration and filtering
Process discovery and conformance checking
Further process analysis
Week 4 & course closing
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