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Which of the following statement is correct?
Question

Which of the following statement is correct?

A.

Artificial Intelligence is a sub-domain of Machine Learning.

B.

Machine Learning is a sub-domain of Deep Learning.

C.

Artificial Intelligence is a sub-domain of Deep Learning.

D.

Deep Learning is a sub-domain of Machine Learning.

Correct option is D

The correct answer is (d)  Deep Learning is a sub-domain of Machine Learning.
Explanation: •  Artificial Intelligence (AI) is the broad field of creating systems that can perform tasks requiring human intelligence. •  Machine Learning (ML) is a  sub-domain of AI that provides systems the ability to automatically learn and improve from experience without being explicitly programmed. •  Deep Learning (DL) is a  sub-domain of ML that uses neural networks with multiple hidden layers (deep neural networks) to model complex patterns. • Therefore, the correct hierarchy is AI > ML > DL. • Deep Learning enables machines to solve complex problems and use large amounts of unstructured data.
Information Booster: •  AI: Aims to create general intelligence. •  ML: Focuses on learning from data with algorithms. •  DL: Focuses on deep neural network structures for advanced pattern recognition.
Additional Knowledge: (a)  Artificial Intelligence is a sub-domain of Machine Learning: Incorrect. AI is the broader field. (b)  Machine Learning is a sub-domain of Deep Learning: Incorrect. DL is a sub-domain of ML. (c)  Artificial Intelligence is a sub-domain of Deep Learning: Incorrect. DL is a small part of the entire AI domain.

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