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Prompt Engineering 101: Final Exam

Answer at least 13 out of 15 questions correctly to earn your certificate. Questions are randomly selected from a larger bank — each attempt is different.

1.What is "Data Leakage" in prompt security?

2.What does Top-P (Nucleus Sampling) control?

3.What is "Constraint Stacking"?

4.Why are positive instructions better than negative ones?

5.What problem does "Structured Outputs" solve vs. asking for JSON in the prompt?

6.In a RAG pipeline, what is the correct order of steps?

7.What is "Self-Consistency" and how does it build on Chain-of-Thought?

8.What is "Meta-Prompting"?

9.What temperature should you use for code generation and data extraction?

10.The course recommends changing only one thing at a time when iterating prompts. Why?

11.What is the "cost-quality ladder" for model selection?

12.In the ReAct paradigm, what is the correct loop sequence?

13.What is an "embedding" in the context of RAG?

14.What is "Prompt Injection" and how do you defend against it?

15.When should you escalate from zero-shot to few-shot?

Answer all questions before submitting