Technologies / Artificial Intelligence

Integrating Machine Learning and Business Rules with Rules Learner

Advanced training combining the world of machine learning with business rules using the Rules Learner platform. Participants will learn methods for automatic discovery of business rules from data and techniques for integrating them with existing rule-based systems. The training program focuses on practical applications, where theory is immediately translated into real use cases through workshop exercises conducted under expert guidance.

Why choose this training?

Modern organizations increasingly need specialists, technical competencies have become a critical asset. Advanced training combining the world of machine learning with business rules using the Rules Learner platform.

Upon completion, participants will be able to: Ability to combine machine learning with business rules, Practical knowledge of the Rules Learner platform, Ability to automatically discover rules from data, Knowledge of integrating ML with BRMS systems. These competencies directly translate into higher effectiveness in IT projects.

This training is particularly valuable for: Data analysts working with business rules, Data science specialists implementing solutions in business environments, Decision system programmers seeking automation.

What makes our approach unique?

At EITT, we believe the best learning happens through practice. Over 2 days of intensive training, participants work on real-world examples and scenarios, ensuring not only theoretical understanding but practical application skills.

With over 2,500 trainings in our portfolio and a 4.8/5 participant rating, EITT is a trusted partner in IT competency development for organizations of all sizes. Our trainers are experienced practitioners who share up-to-date knowledge and proven solutions.

Looking for training tailored to your team’s needs? Contact us — we’ll prepare a program customized to your requirements.

Benefits

Ability to combine machine learning with business rules
Practical knowledge of the Rules Learner platform
Ability to automatically discover rules from data
Knowledge of integrating ML with BRMS systems
Ability to evaluate quality of discovered rules
Knowledge of rule system monitoring techniques
Certificate confirming Rules Learner proficiency

Who is this training for?

Data analysts working with business rules

Data science specialists implementing solutions in business environments

Decision system programmers seeking automation

Domain experts interested in rule discovery

Architects of systems combining ML with business processes

Business intelligence consultants utilizing machine learning

AI engineers responsible for decision process automation

Prerequisites

Basic knowledge of machine learning
Experience working with rule-based systems
Programming skills in Python
Knowledge of statistical and data analysis fundamentals

Training program

Architecture and capabilities of the Rules Learner platform
Preparing data for rule discovery
Types of rule learning algorithms
Evaluating quality of discovered rules
Integration with Rule-Based Systems
Mapping discovered rules to BRMS systems
Managing conflicts between rules
Rule validation and verification techniques

Advanced Rule Discovery Techniques
Optimizing the rule learning process
Handling uncertainty in business rules
Regularization techniques and avoiding overfitting
Interpretation and explainability of rule models

Methodology for deploying hybrid systems
Real-time rule quality monitoring
Adapting the system to data changes

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

Training Topics

Frequently asked questions

What are the prerequisites for this training?

For Integrating Machine Learning and Business Rules with Rules Learner we recommend: Basic knowledge of machine learning; Experience working with rule-based systems; Programming skills in Python.

What is the format and duration of this training?

The training lasts 2 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 working with business rules; Data science specialists implementing solutions in business environments; Decision system programmers seeking automation.