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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.

ChatGPT Fundamentals

  • Understanding ChatGPT's capabilities.
  • Recognizing limitations and considerations.
  • Best practices for interacting with ChatGPT.

Crafting Effective Prompts

  • Key components of a well-designed prompt.
  • Techniques for refining prompts.
  • Designing prompts for specific outcomes.

Practical Exercises

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

Advanced Prompt Engineering

  • Using contextual and recursive prompts.
  • Domain-specific prompt design.
  • Managing ambiguity in prompts.

Best Practices in Prompt Engineering

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

Ethical Considerations

  • Addressing bias and fairness in AI.
  • Principles of ethical prompt design.
  • The influence 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 with at least one programming language.
  • Familiarity with ChatGPT or similar AI language models.

Target Audience

  • Software developers.
  • AI researchers.
  • Product managers.
 14 Hours

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