Study Guide

Learning outcomes

- Introduction to Prompt Engineering: Understand the basics of prompt engineering and its importance in AI interactions.
- Understanding Language Models (LLMs): Learn how language models work, their architecture, and how they process and generate text.
- Basic Prompt Techniques: Explore the core elements of crafting prompts, including role prompting and few-shot prompting.
- Advanced Prompt Techniques: Dive into more complex prompting methods like Chain of Thought (CoT), Zero Shot Chain of Thought, self-consistency, and generated knowledge.
- Evaluating and Refining Prompts: Learn how to assess the effectiveness of your prompts and refine them for better results.
- Prompt Hacking: Discover the risks associated with prompt engineering, including prompt injection, prompt leaking, and jailbreaking.

Assessment scale

1-5