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