Home Specialist skills Artificial Intelligence Integrating Machine Learning and Business Rules with Rules Learner

Integrating Machine Learning and Business Rules with Rules Learner

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.

Overview

Off the shelf (OTS)

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.

Course Outline:

Introduction
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 and generating Classification Rules
Creating Training Sets for Supervised Machine Learning and integrating Machine Learning Algorithms with Rules Learner
Parsing and Converting Rules into Different Formats and executing Rules with Rules Engine
Updating Training Rules and reducing Rule Redundancy
Maintenance and Troubleshooting