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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
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
Requirements
- An understanding of business rules concepts
- An understanding of machine learning concepts
Testimonials
Giving many practical examples
Monika Borowska, Polska Spółka Gazownictwa sp. z o.o.
wiedza praktyczna trenera
Waldek - Monika Borowska, Polska Spółka Gazownictwa sp. z o.o.
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