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CodeSignal

Diving Deep Into Prompt Engineering

via CodeSignal

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Overview

Master advanced prompt engineering techniques. Learn creative strategies, leverage system prompts, iterate for continuous improvement, integrate multi-modal data, and explore the generated knowledge approach for optimal results.

Syllabus

  • Unit 1: Prompt Engineering Techniques
    • Emphasizing Key Instructions in Prompts
    • Polite Rejection Email Prompt
    • Paris Itinerary Prompt Challenge
    • Crafting a Precise Course Prompt
  • Unit 2: System Prompts Explained
    • Transform the Model into a Cat
    • Chat with Your Favorite Character
    • System Prompts in Action
  • Unit 3: Iterative Prompting Techniques
    • Joke Evolution with Iterative Prompting
    • Iterative Prompting for Racing Games
    • Tennis Match Analysis with Prompts
    • Exploring Data with Iterative Prompting
  • Unit 4: Fetching Context and Multi-Modality
    • Fetching Context with Uploaded Files
    • Image Insights with LLMs
    • Exploring Music Scores with LLMs
    • Enhance Article Introductions with LLMs
  • Unit 5: Generated Knowledge Method
    • Crafting a Professional Business Email
    • Event Planning with AI Guidance
    • Resume Writing with AI Guidance

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