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Prompt Engineering Essentials
Crafting effective prompts that elicit specific responses.
Watch Intro Video
25
Getting Started
(01:49)
Instructor Introduction
Overview of Large Language Models (LLMs) and Prompt Engineering
(39:47)
What are LLMs
Common Uses and Applications of LLMs
Definition and Significance of Prompt Engineering
Key Components of Prompt Engineering
Strategies for Effective Prompt Design
(1:02:56)
Characteristics of a Well-designed Prompt
Prompting Techniques-Zero-One-Few-Shot
Prompting Technique-Chain-of-thought
Prompting Technique-COSTAR
Crafting Text-to-text Prompts
Crafting Text-to-image Prompts
Strategies to Minimize Bias
Prompt Security and Safeguards
Ethical and Responsible Usage
(28:33)
Potential Biases in Model Responses and Their Effects
Case Studies on Ethical Dilemmas
Societal Impact of Prompt Engineering
Workshops
(1:15:06)
Text-to-text Prompts in ChatGPT: Part 1
Text-to-text Prompts in ChatGPT: Part 2
Text-to-image Prompts in ChatGPT-4o: Part 1
Text-to-image Prompts in ChatGPT-4o: Part 2
Prompts in Anaconda Assistant: Part 1
Prompts in Anaconda Assistant: Part 2
Conclusion
(01:05)
Summary
Prompt Engineering Essentials: Practice Quiz
End of course survey