Technologies / Data & Analytics

Process Mining with R

Advanced training combining Process Mining techniques with R programming. The course focuses on practical implementation of process exploration algorithms using specialized R packages. Participants will learn to analyze process logs, discover real processes, and implement advanced analyses in the R environment.

Issues

R packages for Process Mining
Process data structures
Exploration algorithms
Conformance analysis
Process metrics
Behavior prediction
Process visualization
Performance optimization
Statistical analysis
Results reporting
Integration with other tools
Programming best practices

Benefits

Practical Process Mining knowledge in R
Algorithm implementation skills
Analytical competencies
Ability to create custom analyses
Knowledge of specialized R packages
Process visualization skills

Who is this training for?

Data analysts

Data Scientists

Process Mining specialists

Business process analysts

R programmers interested in process analysis

Researchers and academics

Prerequisites

Basic R knowledge
Data analysis experience
Knowledge of business processes
Laptop with min. 16GB RAM
R and RStudio installed
Statistics fundamentals

Training program

Process Mining packages

Data preparation

Log preprocessing

Process discovery
Exploration algorithms

Statistical measures
Conformance analysis
Model verification
Deviation analysis
Performance metrics
Prediction and recommendations
Predictive models
Bottleneck analysis
Process optimization

Comprehensive process analysis
Results visualization
Results interpretation

Delivery Methods

Online

Convenience of participating from anywhere
Interactive live sessions with trainer
Materials available for 30 days
No travel costs

On-site

Direct contact with trainer and group
Intensive hands-on workshops
Networking with other participants
Full focus on learning

Frequently asked questions

What are the prerequisites for this training?

For Process Mining with R we recommend: Basic R knowledge; Data analysis experience; Knowledge of business processes.

What is the format and duration of this training?

The training lasts 3 days and is available in online and on-site format. Sessions run from 9:00 AM to 4:00 PM. We can also customize the schedule to fit your team's needs.

Who is this training designed for?

This training is designed for: Data analysts; Data Scientists; Process Mining specialists.