This repository contains the materials for D-Lab's Prompt Engineering workshop.
No prior experience is required.
Check out D-Lab’s Workshop Catalog to browse all workshops, see what’s running now, and review prerequisites.
In this beginner-friendly workshop, we provide an introduction to prompt engineering using LLM chatbots like OpenAI's ChatGPT, Anthropic's Claude and Google's Gemini. Prompt engineering is the art of effectively communicating with AI to elicit desired results. We will offer an overview of LLM chatbots, and discuss several prompting techniques and tips.
After this workshop, you will be able to:
- Understand what prompt engineering is.
- What techniques you can use to improve your prompts.
- What strategies you can use to resolve issues.
This workshop does not cover the following:
- The technical foundations of GPT and LLMs. These are covered in GPT Fundamentals.
No installation is necessary. We will use the following resources:
- The slides for this workshop.
- ChatGPT (does not require login).
D-Lab works with Berkeley faculty, research staff, and students to advance data-intensive social science and humanities research. Our goal at D-Lab is to provide practical training, staff support, resources, and space to enable you to use R for your own research applications. Our services cater to all skill levels and no programming, statistical, or computer science backgrounds are necessary. We offer these services in the form of workshops, one-to-one consulting, and working groups that cover a variety of research topics, digital tools, and programming languages.
Visit the D-Lab homepage to learn more about us. You can view our calendar for upcoming events, learn about how to utilize our consulting and data services, and check out upcoming workshops.
Here are other LLM-related workshops offered by the D-Lab: GPT Fundamentals