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Lesson 1.
** Prompt Engineering: Mastering AI Communication from Zero to Expert
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Course Outline
Section 1: Introduction to Prompt Engineering
9 lessons
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What is Internet?
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Be an AI Whisperer
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What is a Prompt?
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Lab: Your First Comparison [healtcare]
📝
Quiz: What is a Prompt?
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The Race of 100M Users
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The Rise of LLMs and the Prompt Engineer's Opportunity
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Quiz - Understanding the Rise of LLMs
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Key Learnings: Introduction to Prompt Engineering
Section 2: Controlling LLM Responses
14 lessons
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Chapter Mindset
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How LLMs Generate Text: The Foundation
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Controlling How LLM's Respond
📝
Quiz: Controlling LLM Responses
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Temperature: The Creativity Dial
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Lab: Temperature Experiment
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Quiz: Temperature
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Top-K: The Fixed Candidate Pool
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Top-P (Nucleus Sampling): The Dynamic Candidate Pool
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Quiz: Top-P & Top-K
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Frequency vs Presence Penalty: Key Distinction
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Quiz: Frequency & Presence Penalty
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Putting It All Together: Parameter Combinations & the Control Dashboard
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Key Learnings: Controlling LLM Responses
Section 3: The 5 Principles of Prompting — Healthcare Edition
15 lessons
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The 5 Principles of Prompting — Healthcare Edition
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The 5 Principles at a Glance
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Principle 1: Give Direction
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Mini Lab: Clinical Persona Challenge
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Quiz on Give Direction
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Principle 2: Specify Format
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Mini Lab: Discharge Format Builder for Maria
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Quiz: Specify Format
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Principle 3: Provide Examples
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Mini Lab — Hospital Template Builder
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Quiz: Provide Examples
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Principles 4 & 5: Evaluate Quality and Divide Labor
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Mini Lab — Full Clinical Workflow Chain
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Evaluate Quality & Divide Labor
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Key Learnings: The 5 Principles of Prompting
Section 4: AI Ethics, Safety & Responsible Prompting in Healthcare
6 lessons
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The Four Faces of Prompt Attacks
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Mini Lab: "Secure the Clinic" — Spot, Classify, and Defend Against Prompt Attacks
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AI Ethics, Safety & Responsible Prompting in Healthcare
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Mini Lab — Prompt Safety Audit
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Quiz: Ethics & Safety
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Key Learning: AI Ethics, Safety & Responsible Prompting in Healthcare
Section 5: Capstone Project — Hospital AI Prompt Engineering Portfolio
1 lessons
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Capstone Project — Hospital AI Prompt Engineering Portfolio
Section 6: Topic: Test with Issouf
1 lessons
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Lesson 1.
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