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Course Outline
Introduction to Prompt Engineering
- What is prompt engineering?
- The importance of effective prompts
- The role of prompts in AI communication
The Basics of ChatGPT
- Understanding ChatGPT's capabilities
- Limitations and considerations
- Best practices for interacting with ChatGPT
Designing Effective Prompts
- Components of a good prompt
- Techniques for prompt refinement
- Crafting prompts for specific outcomes
Practical Exercises
- Crafting prompts for different scenarios
- Analyzing responses and iterating
- Role-playing with ChatGPT
Advanced Prompt Engineering
- Contextual and recursive prompts
- Domain-specific prompt design
- Managing ambiguity in prompts
Best Practices in Prompt Engineering
- Establishing clear objectives
- Balancing detail and flexibility
- Continuous learning and adaptation
Ethical Considerations
- Bias and fairness in AI
- Ethical prompt design
- The impact of prompts on AI behavior
Project Work
- Developing a prompt strategy
- Real-world application and testing
- Presenting and reviewing prompt strategies
Summary and Next Steps
Requirements
- An understanding of basic AI concepts
- Experience with any programming language
- Familiarity with ChatGPT or similar AI language models
Audience
- Software developers
- AI researchers
- Product managers
14 Hours