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Course Outline

Overview of rule engines

  1. A brief history of Expert Systems and Rules Engines
  2. Understanding Artificial Intelligence
  3. Forward chaining versus backward chaining
  4. Declarative approach compared to procedural/object-oriented programming
  5. Evaluation of various solutions
  6. Scenarios for using rule engines
  7. Situations where rule engines are not suitable
  8. Alternatives to rule engines

KIE

  1. Creating assets
  2. Integration with Workbench
    • Running rules directly from KIE
    • Deployment processes
  3. Decision tables
  4. Rule templates
  5. Guided rule editor
  6. Testing methods
  7. Work items
  8. Version control and deployment
  9. Insights into the repository (Git)
  10. Building a simple process incorporating rules

Writing rules in Eclipse

  1. Differences between stateless and stateful sessions
  2. Choosing the right facts
    • Fundamental and Drools-specific operators
    • Basic accumulate functions (sum, max, etc.)
    • Intermediate calculations
  3. Inserting new facts
  4. Exercises (numerous practice sessions)
  5. Orchestrating rules using BPMN
    • Using salience
    • Ruleflow versus BPMN 2.0
    • Executing a ruleset within a process
    • Distinctions between rules and gateways
    • Key features of BPMN 2.0 (transactions, exception handling)
    • Implementing comprehensive declarative business logic in Drools
  6. Domain Specific Languages (DSL)
    • Developing new languages
    • Preparing DSL for use by managers
    • Basic Natural Language Processing (NLP) with DSL
  7. Fusion (CPE) and temporal reasoning (for events occurring after, between, etc.)
    • Fusion operators
    • Practical examples in Event Schedules
  8. Unit testing

Optional Topics

  1. OptaPlanner
  2. jBPM
  3. Integrating Drools via web services
  4. Integrating Drools via the command line
  5. Modifying rules/processes post-deployment without recompiling

Requirements

Proficiency in programming using any language is highly recommended (e.g., SQL, Java, C#, VBA, etc.).

 21 Hours

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