NCA-AIIO Exam Dumps | Which of the following statements correctly differentiates between AI, Machine Learning, and Deep Learning?

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Question 10/28

Which of the following statements correctly differentiates between AI, Machine Learning, and Deep Learning?

A. Machine Learning is a subset of AI, and AI is a subset of Deep Learning.

B. AI and Deep Learning are the same, while Machine Learning is a separate concept.

C. AI is a subset of Machine Learning, and Machine Learning is a subset of Deep Learning.

D. Deep Learning is a subset of Machine Learning, and Machine Learning is a subset of AI.

Correct Answer: D

Artificial Intelligence (AI) is the overarching field encompassing techniques to mimic human intelligence. Machine Learning (ML), a subset of AI, involves algorithms that learn from data.
Deep Learning (DL), a specialized subset of ML, uses neural networks with many layers to tackle complex tasks. This hierarchical relationship-DL within ML, ML within AI-is the correct differentiation, unlike the reversed or conflated options.

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