Month: April 2024

Module 1: Course Introduction

Motivating Example: Building a Meal Plan with a Fusion of Food from Ethiopia and Uzbekistan that is Keto

Overview of the Course

Motivating Example: Act as a Speech Pathologist

Setting Up an Account and Using ChatGPT

Module 2: Introduction to Prompts

What is a Prompt?

Intuition Behind Prompts

Everyone Can Program with Prompts

Module 3: Prompt Patterns I

Question Refinement Pattern

Cognitive Verifier Pattern

Audience Persona Pattern

Flipped Interaction Pattern

Module 4: Few-Shot Examples

Few-shot Examples

Few-shot Examples for Actions

Few-Shot Examples with Intermediate Steps

Writing Effective Few-Shot Examples

Chain of Thought Prompting

ReAct Prompting

Using Large Language Models to Grade Each Other

Module 5: Prompt Patterns II

Game Play Pattern

Template Pattern

Meta Language Creation Pattern

Recipe Pattern

Alternative Approaches Pattern

Module 6: Prompt Patterns III

Ask for Input Pattern

Combining Patterns

Outline Expansion Pattern

Menu Actions Pattern

Fact Check List Pattern

Tail Generation Pattern

Semantic Filter Pattern

Course Conclusion & Thank You