Chatbot Evolution: From Basics to ChatGPT-4
Unveiling the Technology & Development Behind Intelligent Systems
Premium AI Book - 200+ pages
Table of Contents
1. The Birth of Chatbots- Early Conversational Interfaces
- Principles of Human-Computer Interaction
- Milestones in Chatbot History
2. Foundations of AI in Chatbots
- Understanding Artificial Intelligence
- Machine Learning Basics
- Natural Language Processing Essentials
3. Designing a Chatbot
- The Designing Paradigm
- User Interfaces and Experience
- Case Studies: Successful Chatbot Deployments
4. Building Blocks of ChatGPT
- The GPT Architecture
- Datasets and Training
- Fine-Tuning and Iterative Improvement
5. Deploying Chatbots
- Integration Strategies
- Handling Scale and Maintenance
- Security and Privacy Considerations
6. Evaluating Chatbot Performance
- Metrics and Benchmarks
- User Feedback and Iteration
- The Role of Analytics
7. Conversation Design and Scripting
- Crafting Dialog Flows
- Personality and Tone of Voice
- Localization and Cultural Context
8. Advanced Machine Learning Models
- Beyond the Basics: Advanced Algorithms
- Contextual Understanding and Memory
- Generative Models and Predictive Capabilities
9. Natural Language Understanding
- Semantic Analysis
- Sentiment Analysis and Emotion AI
- Chatbots and Polyglot Computing
10. ChatGPT-4 and Beyond
- From ChatGPT to GPT-4: Evolution
- Technical Breakthroughs and Challenges
- Future Trends and Potentials
11. Ethics and Societal Impacts
- Ethical Considerations in Chatbot Deployment
- Societal Impact of Autonomous Agents
- Regulating AI and Conversational Systems
12. Real-world Case Studies
- Healthcare and Chatbots
- Finance Sector Bots
- Chatbots in Education
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