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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: Advanced Techniques in Prompt Engineering

Crafting System Prompts
Adapting AI Expertise to Information Technology
Transforming AI into a Supportive Software Development Tutor

Unit 2: Iterative Prompt Construction with LLMs

Converting Bulleted Lists to JSON Documents
Converting Bulleted Lists to JSON Format
Iterative Prompt Construction for Markdown Checkbox List Conversion

Unit 3: Brainstorming Techniques in Prompt Engineering

Showcasing Artists' Portfolios on Social Media
Iterative Brainstorming
Consolidator Prompt for Evaluating Social Media Engagement Ideas

Unit 4: Advanced Techniques in Prompt Engineering: Chain-of-Thought Method

Guiding AI to Multiply Using Chain of Thought
Using Chain-of-Thought for Word Problem Solving
Chain of Thought Math Prompt Engineering

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