Integrating Machine Learning and Business Rules with Rules Learner Training Course
Course
In City Of London
Description
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Type
Course
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Location
City of london
Rule Learner is the principle 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
Audience
Developers
Data scientists
System architects
Format of the Course
Part lecture, part discussion, exercises and heavy hands-on practice in a live-lab environment.
Note
To request a customized training for this course, please contact us to arrange.
To learn more about Rules Learner, please visit:
Facilities
Location
Start date
Start date
Reviews
Course programme
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
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
Integrating Machine Learning and Business Rules with Rules Learner Training Course
