Technologies / Data & Analytics

Process Mining with Python

Hands-on training on Process Mining using Python. Participants will learn to implement process discovery algorithms, perform conformance checking, and conduct performance analysis using Python libraries like PM4Py.

Issues

PM4Py library
Event logs
Process discovery
Conformance checking
Performance analysis
Petri nets
Visualization
Filtering
Variant analysis
Custom implementations

Benefits

Programmatic Process Mining
Algorithm implementation skills
Custom analysis ability
Research capabilities

Who is this training for?

Data scientists

Data analysts

Process analysts

Python developers

Business analysts

Researchers

Prerequisites

Python programming
Data analysis experience
Process knowledge helpful

Training program

Event log handling
Data structures

Process discovery
Alpha algorithm
Inductive miner
Heuristics miner

Conformance and performance

Alignments
Performance metrics
Bottleneck analysis

Variant analysis

Custom algorithms

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 Python we recommend: Python programming; Data analysis experience; Process knowledge helpful.

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 scientists; Data analysts; Process analysts.