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Computer Science
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
Testing and Quality Assurance
Testing Methodologies
Unit Testing
Integration Testing
End-to-End Testing
Regression Testing
NLU Testing
Intent Classification Testing
Entity Extraction Testing
Cross-Validation
Confusion Matrix Analysis
Dialogue Testing
Conversation Flow Testing
Context Handling Testing
Error Recovery Testing
Multi-Turn Dialogue Testing
Performance Testing
Response Time Testing
Throughput Testing
Stress Testing
Scalability Testing
User Testing
Usability Testing
A/B Testing
User Acceptance Testing
Feedback Collection
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12. Monitoring and Analytics