NCA-AIIO · Question #14
Which of the following statements correctly differentiates between AI, Machine Learning, and Deep Learning?
The correct answer is D. Deep Learning is a subset of Machine Learning, and Machine Learning is a subset of AI. 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…
Question
Which of the following statements correctly differentiates between AI, Machine Learning, and Deep Learning?
Options
- AMachine Learning is a subset of AI, and AI is a subset of Deep Learning.
- BAI and Deep Learning are the same, while Machine Learning is a separate concept.
- CAI is a subset of Machine Learning, and Machine Learning is a subset of Deep Learning.
- DDeep Learning is a subset of Machine Learning, and Machine Learning is a subset of AI.
How the community answered
(63 responses)- A2% (1)
- B5% (3)
- D94% (59)
Explanation
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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