Useful Links
1. Introduction to Chatbots
2. Foundational Technologies
3. Core Components of Conversational AI
4. Chatbot Design Principles
5. Development Methodologies
6. Building NLU Systems
7. Dialogue Management Systems
8. Large Language Models in Chatbots
9. Development Tools and Platforms
10. Integration and Deployment
11. Testing and Quality Assurance
12. Monitoring and Analytics
13. Maintenance and Continuous Improvement
14. Advanced Topics
15. Ethics and Responsible AI
  1. Computer Science
  2. Software Engineering

Chatbot Development

1. Introduction to Chatbots
2. Foundational Technologies
3. Core Components of Conversational AI
4. Chatbot Design Principles
5. Development Methodologies
6. Building NLU Systems
7. Dialogue Management Systems
8. Large Language Models in Chatbots
9. Development Tools and Platforms
10. Integration and Deployment
11. Testing and Quality Assurance
12. Monitoring and Analytics
13. Maintenance and Continuous Improvement
14. Advanced Topics
15. Ethics and Responsible AI
  1. Testing and Quality Assurance
    1. Testing Methodologies
      1. Unit Testing
        1. Integration Testing
          1. End-to-End Testing
            1. Regression Testing
            2. NLU Testing
              1. Intent Classification Testing
                1. Entity Extraction Testing
                  1. Cross-Validation
                    1. Confusion Matrix Analysis
                    2. Dialogue Testing
                      1. Conversation Flow Testing
                        1. Context Handling Testing
                          1. Error Recovery Testing
                            1. Multi-Turn Dialogue Testing
                            2. Performance Testing
                              1. Response Time Testing
                                1. Throughput Testing
                                  1. Stress Testing
                                    1. Scalability Testing
                                    2. User Testing
                                      1. Usability Testing
                                        1. A/B Testing
                                          1. User Acceptance Testing
                                            1. Feedback Collection

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                                          10. Integration and Deployment

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                                          12. Monitoring and Analytics

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