In this module, you will explore the fundamentals of prompt engineering, including key concepts like in-context learning, designing effective prompts, and using various prompting techniques. You will learn how to tailor prompts for different tasks, manage risks, and apply hands-on exercises to master the art of prompt engineering for real-world applications.
What you'll learn
- Understand the concept of prompt engineering and the key elements of a prompt.
- Design effective prompts for various tasks, including summarization, QnA, and code generation.
- Apply prompt engineering techniques like few-shot prompting, chain-of-thought, and ReAct in practical scenarios.
- Evaluate and manage the risks in prompt engineering, including prompt injection, leaking, and jailbreaking.
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