Example Curriculum
Our Prompting Framework
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Prompting Fundamentals - The Setup
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- 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
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- 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
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Prompting Fundamentals - The Output
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