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CodeSignal

Introduction to Prompt Engineering

via CodeSignal

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Overview

Master LLMs by learning to optimize their communication and perfecting formatting to enhance your professional skills. Learn advanced LLM techniques.

Syllabus

  • Unit 1: Understanding LLM as a Next Word Predictor
    • Next-Word Prediction with LLMs
    • Contextual Influence on LLM Predictions
    • Word-by-Word Sentence Construction
  • Unit 2: Importance of Prompt Structure
    • Enhancing Context for Better Prompts
    • Clarify the Task Component
    • Crafting a Structured Prompt
  • Unit 3: Defining Constraints in Prompt Engineering
    • Adding Constraints to Your Prompt
    • Refining Constraints for Better Results
    • Crafting Science Questions with Constraints
  • Unit 4: Enhancing LLM Responses with Examples and Constraints
    • Enhance Prompts with Examples
    • Refine Prompts with Constraints
    • Crafting Grammar Dialogues for Kids

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