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Course Outline

Introduction to Prompt Engineering

  • Defining prompt engineering
  • The significance of effective prompts
  • The role of prompts in AI communication

Fundamentals of ChatGPT

  • Understanding ChatGPT's capabilities
  • Limitations and important considerations
  • Best practices for interacting with ChatGPT

Designing Effective Prompts

  • Key components of a well-crafted prompt
  • Techniques for refining prompts
  • Creating prompts tailored to specific outcomes

Practical Exercises

  • Creating prompts for various scenarios
  • Analyzing responses and iterating on designs
  • Role-playing exercises with ChatGPT

Advanced Prompt Engineering

  • Contextual and recursive prompting techniques
  • Domain-specific prompt design
  • Managing ambiguity within prompts

Best Practices in Prompt Engineering

  • Establishing clear objectives
  • Balancing detail with flexibility
  • Commitment to continuous learning and adaptation

Ethical Considerations

  • Addressing bias and ensuring fairness in AI
  • Principles of ethical prompt design
  • The impact of prompts on AI behavior

Project Work

  • Developing a comprehensive prompt strategy
  • Real-world application and testing
  • Presenting and reviewing prompt strategies

Summary and Next Steps

Requirements

  • A foundational understanding of AI concepts
  • Experience programming in any language
  • Familiarity with ChatGPT or similar AI language models

Target Audience

  • Software developers
  • AI researchers
  • Product managers
 14 Hours

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