About the Course
FREE PREVIEW1.1 Motivating Example Building a Meal Plan with a Fusion of Food
1.2.Overview of the Course
FREE PREVIEW1.3.Motivating Example Act as a Speech Pathologist
1.4.Setting Up an Account and Using ChatGPT
1.5.What are Large Language Models
1.6 Randomness in Output
2.1 What is a Prompt
2.2 Intuition Behind Prompts
2.3 Everyone Can Program with Prompts
2.4 Prompt Patterns
2.5 The Persona Pattern
2.6 Introducing New Information to the Large Language Model
2.7 Prompt Size Limitations
2.8 Prompts are a Tool for Repeated Use
2.9 Root Prompts
3.1 Question Refinement Pattern
3.2 Cognitive Verifier Pattern
3.3 Audience Persona Pattern
3.4 Flipped Interaction Pattern
4.1 Few-shot Examples
4.2 Few-shot Examples for Actions
4.3 Few-Shot Examples with Intermediate Steps
4.4 Writing Effective Few-Shot Examples
4.5 Chain of Thought Prompting
4.6 ReAct Prompting
4.7 Using Large Language Models to Grade Each Other
5.1 Game Play Pattern
5.2 Template Pattern
5.3 Meta Language Creation Pattern
5.4 Recipe Pattern
5.5 Alternative Approaches Pattern
6.1 Ask for Input Pattern
6.2 Combining Patterns
6.3 Outline Expansion Pattern
6.4 Outline Expansion Pattern
6.5 Menu Actions Pattern
6.6 Fact Check List Pattern
6.7 Tail Generation Pattern
6.8 Semantic Filter Pattern
6.9 Course Conclusion & Thank You
