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Course Outline

Introduction to Prompt Engineering

  • Defining prompt engineering
  • The significance of well-crafted prompts
  • The function of prompts in AI communication

ChatGPT Fundamentals

  • Exploring ChatGPT's capabilities
  • Key limitations and operational considerations
  • Optimal practices for engaging with ChatGPT

Creating Effective Prompts

  • Essential elements of a high-quality prompt
  • Strategies for refining prompts
  • Designing prompts for targeted outcomes

Practical Application

  • Developing prompts for diverse scenarios
  • Evaluating responses and iterating on design
  • Role-playing exercises with ChatGPT

Advanced Prompt Engineering

  • Utilizing contextual and recursive prompting techniques
  • Designing prompts for specific domains
  • Mitigating ambiguity within prompts

Industry Best Practices

  • Setting precise objectives
  • Striking a balance between detail and flexibility
  • Embracing continuous learning and adaptation

Ethical Implications

  • Addressing bias and fairness in AI systems
  • Principles of ethical prompt design
  • Analyzing how prompts influence AI behavior

Project Work

  • Formulating a comprehensive prompt strategy
  • Applying and testing strategies in real-world contexts
  • Presenting and critiquing developed prompt strategies

Recap and Future Directions

Requirements

  • A foundational understanding of basic AI concepts
  • Prior experience with any programming language
  • Familiarity with ChatGPT or comparable AI language models

Target Audience

  • Software developers
  • AI researchers
  • Product managers
 14 Hours

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