Course Introduction-Course Overview
Motivating Example: Building a Meal Plan with a Fusion of Food from Ethiopia and Uzbekistan that is Keto
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Overview of the Course
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Motivating Example: Act as a Speech Pathologist
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Setting Up an Account and Using ChatGPT
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Course Introduction-Large Language Model Basics
What are Large Language Models?
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Randomness in Output
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Introduction to Prompts-What are Prompts?
What is a Prompt?
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Intuition Behind Prompts
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Everyone Can Program with Prompts
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Introduction to Prompts-Intro to Prompt Patterns
Prompt Patterns
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The Persona Pattern
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Reading a Prompt Pattern
Format of the Persona Pattern
Learn More About Prompt Patterns
Staying Connected & Learning More
Introduction to Prompts-Prompts, Conversations, & New Information
Introducing New Information to the Large Language Model
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Prompt Size Limitations
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Prompts are a Tool for Repeated Use
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Root Prompts
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What to Take After or With this Course
Prompt Patterns I-Introduction to Prompt Patterns
Question Refinement Pattern
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Format of the Question Refinement Pattern
Cognitive Verifier Pattern
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Format of the Cognitive Verifier Pattern
Audience Persona Pattern
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Format of the Audience Persona Pattern
Flipped Interaction Pattern
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Format of the Flipped Interaction Pattern
Few-Shot Examples-Effective Prompts
Few-shot Examples
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Few-shot Examples for Actions
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Few-Shot Examples with Intermediate Steps
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Writing Effective Few-Shot Examples
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Chain of Thought Prompting
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Learn More About Chain of Thought Prompting
ReAct Prompting
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Learn More About ReAct
Using Large Language Models to Grade Each Other
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Prompt Patterns II-Prompt Patterns Catalog
Game Play Pattern
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Format of the Game Play Pattern
Template Pattern
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Format of the Template Pattern
Meta Language Creation Pattern
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Format of the Meta Language Creation Pattern
Recipe Pattern
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Format of the Recipe Pattern
Alternative Approaches Pattern
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Format of the Alternative Approaches Pattern
Prompt Patterns III-Prompt Patterns Catalog
Ask for Input Pattern
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Format of the Ask for Input Pattern
Combining Patterns
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Outline Expansion Pattern
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Format of the Outline Expansion Pattern
Menu Actions Pattern
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Format of the Menu Actions Pattern
Fact Check List Pattern
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Format of the Fact Check List Pattern
Tail Generation Pattern
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Tail Generation Pattern
Semantic Filter Pattern
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Format of the Semantic Filter Pattern
Course Conclusion & Thank You
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Continue Learning About Prompt Engineering