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CodeSignal

Advanced Techniques in Prompt Engineering

via CodeSignal

Overview

This course on Advanced Techniques in Prompt Engineering equips learners with innovative strategies for crafting effective AI prompts. Covering brainstorming, system prompt optimization, the chain of thought method, and iterative construction, it teaches how to create sophisticated prompts for enhanced LLM communication.

Syllabus

  • Unit 1: System Prompt tips and tricks
    • Customizing AI System Messages
    • Crafting Engaging IT Greetings
    • Enhancing AI's Supportive Personality
  • Unit 2: Iterative Prompt Construction: A Step-by-Step Guide
    • Converting Lists to JSON Structuring
    • List to JSON Conversion Mastery
    • From Bullets to Checkboxes
  • Unit 3: Brainstorming with Large Language Models
    • Artist Portfolio Showcase Prompt
    • Creating a Consolidator
    • Concise Consolidation
  • Unit 4: Chain of Thought in Prompt Engineering
    • Chain of Thought for Computation Simplification
    • Chain of Thought in Multiplication
    • Chain of Thought With Word Problems
  • Unit 5: Chain of Thought with Backtracking
    • Observe Chain of Thought Fail
    • Implement Backtracking
    • Brainstorm, Analyze, Backtrack

Reviews

5.0 rating, based on 1 Class Central review

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  • Anup Shankhari
    I recently had a very positive experience and would highly recommend it to others. The overall quality of service was excellent, and everything was handled in a professional and organized manner. What impressed me the most was the attention to detai…

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