Demo USAII CAIPa Exam Questions

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Question 1

Which of the following are valid domains of AI? (Choose 2)

A

Natural Language Processing

B

Robotics

C

Database Management

D

Quantum Mechanics

Correct Answer: A, B

Explanation:

NLP and Robotics are established AI domains focusing on language and physical interaction,
respectively. Database management and quantum mechanics are separate technical fields, though they can
complement AI. Domains of AI also include computer vision, expert systems, and planning. Recognizing
the breadth of AI domains helps classify applications correctly.

Question 2

Which of the following best differentiates Artificial Intelligence (AI) from Machine Learning (ML)?

A

AI focuses on creating rules-based systems only

B

ML uses algorithms to learn from data without explicit programming

C

AI does not include natural language understanding

D

ML cannot be part of AI

Correct Answer: B

Explanation:

AI is a broad field that aims to make machines mimic human intelligence. ML is a subset of AI, where
systems learn patterns from data instead of being explicitly programmed. ML is one of the main enablers
of AI applications like vision, NLP, and recommendations. Thus, AI is the “umbrella,” and ML is a
“branch” within it.

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