Prompt Engineering for ChatGPT
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ChatGPT and other large language models are going to be more important in your life and business than your smartphone, if you use them right. ChatGPT can tutor your child in math, generate a meal plan and recipes, write software applications for your business, help you improve your personal cybersecurity, and that is just in the first hour that you use it. This course will teach you how to be an expert user of these generative AI tools. The course will show amazing examples of how you can tap into these generative AI tools’ emergent intelligence and reasoning, how you can use them to be more productive day to day, and give you insight into how they work.
Large language models respond to instructions and questions posed by users in natural language statements, known as “prompts”. Although large language models will disrupt many fields, most users lack the skills to write effective prompts. Expert users, who understand how to write good prompts, are orders of magnitude more productive and can unlock significantly more creative uses for these tools.
This course introduces students to the patterns and approaches for writing effective prompts for large language models. Anyone can take the course and the only required knowledge is basic computer usage skills, such as using a browser and accessing ChatGPT. Students will start with basic prompts and build towards writing sophisticated prompts to solve problems in any domain.
Course Content
1. Course Introduction
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Motivating Example: Building a Meal Plan with a Fusion of Food from Ethiopia and Uzbekistan that is Keto
12:00 -
Motivating Example: Act as a Speech Pathologist
08:00 -
Setting Up an Account and Using ChatGPT
06:00 -
What are Large Language Models?
10:00 -
Randomness in Output
05:00
2. Introduction-to-prompts
3. Prompt-patterns-i
4. Few-shot-examples
5. Prompt-patterns-ii
6. Prompt-patterns-iii
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