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Advanced Techniques in Prompt Engineering

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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

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