UsefulLinks
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
11.
Testing and Quality Assurance
11.1.
Testing Methodologies
11.1.1.
Unit Testing
11.1.2.
Integration Testing
11.1.3.
End-to-End Testing
11.1.4.
Regression Testing
11.2.
NLU Testing
11.2.1.
Intent Classification Testing
11.2.2.
Entity Extraction Testing
11.2.3.
Cross-Validation
11.2.4.
Confusion Matrix Analysis
11.3.
Dialogue Testing
11.3.1.
Conversation Flow Testing
11.3.2.
Context Handling Testing
11.3.3.
Error Recovery Testing
11.3.4.
Multi-Turn Dialogue Testing
11.4.
Performance Testing
11.4.1.
Response Time Testing
11.4.2.
Throughput Testing
11.4.3.
Stress Testing
11.4.4.
Scalability Testing
11.5.
User Testing
11.5.1.
Usability Testing
11.5.2.
A/B Testing
11.5.3.
User Acceptance Testing
11.5.4.
Feedback Collection
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10. Integration and Deployment
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12. Monitoring and Analytics