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Prompt Engineering Fundamentals
Our Prompting Framework
Overview of Our Prompting Framework (3:30)
The Standard Prompt (4:33)
Prompt Library
Exercise: Get Hyped to Learn! (4:04)
Prompting Fundamentals - The Setup
The Setup (1:01)
The System Message - Part 1 (6:07)
The System Message - Part 2 (5:43)
Exercise: Strengthen Your System Message (6:42)
Claude 3's System Message
Context - What it Is (5:17)
Context - The Context Window (9:21)
Context - Lost in the Middle (11:26)
The Latest: 1 Million Token Context Windows
Personas and Roles (8:42)
Personas - Tone, Style and Voice (11:49)
Exercise: Talk To Your Hero
Exercise: Write a Movie Scene
Custom Instructions (11:14)
The System Message for Custom Instructions
Exercise: Create a Virtual Machine
Thinking Like LLMs - Can GPT Keep a Secret? (4:45)
Exercise: Get ChatGPT to Spill the Tea - Part 1 (1:44)
Exercise: Get ChatGPT to Spill the Tea - Part 2 (1:42)
Exercise: Get ChatGPT to Spill the Tea - Part 3 (4:24)
Exercise: Test Techniques for Securing Secrets
Exercise: Stump Me!
Case Study: Moderna's Use of ChatGPT
Course Check-In
Prompting Fundamentals - The Instructions
The User Message (2:09)
Be Clear and Specific (3:52)
Delimiters (5:15)
Exercise: Identify Delimiters (3:25)
X-Y Problem (6:10)
Exercise: Identify X
Solution: Identify X
In-Context Training (1:01)
Zero Shot Prompting (1:47)
One Shot and Few Shot Prompting (9:48)
Language Models Are Few-Shot Learners (3:48)
How Many Examples? (2:23)
Thinking Like LLMs - But Wait... (5:36)
Chain-of-Thought Prompting - Part 1 (5:24)
Chain-of-Thought Prompting - Part 2 (5:45)
Zero Shot CoT (9:29)
Exercise: Imposter Syndrome (2:55)
Guided Project - Create Your Own Career Coach
Career Coach Ideation (7:32)
The Setup - Persona (6:02)
The Setup - Context and Commands (5:42)
The Instructions - Modes (12:20)
The Instructions - Chain of Thought (3:51)
The Instructions - Gamify (9:01)
Meet Your Career Coach (19:53)
Exercise: Customize Your Career Coach
Prompting Fundamentals - The Output
The Output (1:35)
Length (12:33)
Formats (7:42)
Exercise: Output an Excel File (2:30)
Exercise: Make a Flowchart (4:01)
The System Message - Part 2