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Prompt Engineering

Master the art of effective AI prompting and chain-of-thought.

Course Duration: 6 hours​

What You'll Learn​

  • Prompt design principles
  • Few-shot and zero-shot prompting
  • Chain-of-thought reasoning
  • Prompt templates
  • System prompts
  • Avoiding hallucinations

Prerequisites​

  • Basic LLM understanding
  • No coding required

Course Modules​

  1. Introduction to Prompting
  2. Anatomy of a Good Prompt
  3. Zero-Shot Prompting
  4. Few-Shot Prompting
  5. Chain-of-Thought
  6. Self-Consistency
  7. System Prompts
  8. Role-Playing Prompts
  9. Prompt Templates
  10. Avoiding Hallucinations
  11. Prompt Injection Safety
  12. Building a Prompt Library

Techniques Covered​

  • Zero-shot / Few-shot
  • Chain-of-Thought (CoT)
  • ReAct
  • Self-Consistency
  • Tree of Thoughts