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Course Outline

Introduction to Prompt Engineering

  • Definition of prompt engineering
  • Significance of optimized prompts
  • Function of prompts in artificial intelligence systems

Fundamentals of ChatGPT

  • Operational capabilities of ChatGPT
  • Constraints and operational considerations
  • Recommended procedures for user interaction

Development of Effective Prompts

  • Essential elements of high-quality prompts
  • Methods for refining prompt structure
  • Formulating prompts to achieve defined results

Applied Exercises

  • Developing prompts for varied operational scenarios
  • Evaluating outputs and implementing iterative improvements
  • Simulation exercises using ChatGPT

Advanced Prompt Engineering Techniques

  • Implementation of contextual and recursive prompts
  • Specialized prompt design for specific domains
  • Strategies for resolving ambiguity in requests

Established Best Practices

  • Defining clear operational objectives
  • Maintaining equilibrium between specificity and adaptability
  • Commitment to ongoing professional development

Ethical Standards and Compliance

  • Addressing bias and ensuring fairness in AI outputs
  • Principles of ethical prompt formulation
  • Influence of prompts on algorithmic behavior

Capstone Project Requirements

  • Formulating a comprehensive prompt strategy
  • Application and validation in real-world contexts for government
  • Presentation and evaluation of proposed strategies

Executive Summary and Future Directions

Requirements

  • Foundational knowledge of artificial intelligence principles
  • Proficiency in at least one programming language
  • Practical experience using ChatGPT or comparable generative AI tools for government applications

Audience

  • Software engineers
  • AI research specialists
  • Product management professionals
 14 Hours

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