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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
Maintenance and Continuous Improvement
Model Maintenance
Model Retraining
Data Drift Detection
Performance Degradation Monitoring
Version Control
Content Management
Intent Updates
Response Refinement
Knowledge Base Updates
Dialogue Flow Optimization
Feedback Integration
User Feedback Processing
Error Analysis
Improvement Prioritization
Iterative Development
Scaling Considerations
Traffic Growth Management
Feature Expansion
Multi-Language Support
Performance Optimization
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12. Monitoring and Analytics
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14. Advanced Topics