Integrating Machine Learning and Business Rules with Rules Learner Training Course

Last updated

Course Code



14 hours (usually 2 days including breaks)


  • An understanding of business rules concepts
  • An understanding of machine learning concepts


Rule Learner is the principal component of the OpenRules Business Rules Management System. It is used to generate business rules based on existing data.

In this instructor-led, live training (onsite or remote), participants will learn how to use Rule Learner to generate rules by combining machine learning and business rules technologies and techniques.

By the end of this training, participants will be able to:

  • Extract patterns and classification from large data sets
  • Combine different software components and techniques to generate business rules
  • Store, manage and optimize business rules in a rules repository


  • Developers
  • Data scientists
  • System architects

Format of the Course

  • Part lecture, part discussion, exercises and heavy hands-on practice in a live-lab environment.


Course Outline


  • Why combine machine learning (ML) with business rules (BR)?

Installing and Configuring Rules Learner

Architecture Overview

  • The OpenRules Business Rules Management System and Rule Learner

Rules Discovery in ML and BR

Extracting Patterns from Data

Generating Classification Rules

Creating Training Sets for Supervised Machine Learning

Integrating Machine Learning Algorithms with Rules Learner

Parsing and Converting Rules into Different Formats

Executing Rules with Rules Engine

Updating Training Rules

Reducing Rule Redundancy

Maintenance and Troubleshooting

Summary and Conclusion



Related Categories

Related Courses

Course Discounts

Course Discounts Newsletter

We respect the privacy of your email address. We will not pass on or sell your address to others.
You can always change your preferences or unsubscribe completely.

Some of our clients

This site in other countries/regions