Exam Questions

Explain What is Prompt Engineering? and illustrate with a short AI program.

Hint: Aim for a definition + runnable snippet + sample output.

Write a AI program that demonstrates Importance in AI & Modern Applications in practice.

Hint: Include input, logic, and commented output lines.

Compare How AI Models Work (Basic Understanding) with a related concept and state when each is preferable.

Hint: Build a tiny pros/cons table; give a use-case for each side.

Debug — given a broken snippet using Types of AI Models (LLMs, Diffusion, etc.), identify the bug and fix it.

Hint: Explain the root cause in one line, then give the corrected code.

Design question — how would Real-world Use Cases of Prompt Engineering scale for 1 million users?

Hint: Think about time/space complexity, caching, batching.

Explain What is a Prompt? and illustrate with a short AI program.

Hint: Aim for a definition + runnable snippet + sample output.

Write a AI program that demonstrates Input vs Output in AI Systems in practice.

Hint: Include input, logic, and commented output lines.

Compare Role of Instructions in Prompts with a related concept and state when each is preferable.

Hint: Build a tiny pros/cons table; give a use-case for each side.