Exam NCA-AIIO Topic 1 Question 15 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam
Question #: 15
Topic #: 1

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.

Suggested Answer: D Vote an answer

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.
(Reference: NVIDIA AI Infrastructure and Operations Study Guide, Section on AI, ML, and DL Definitions)

by Jesse at Nov 20, 2025, 10:22 PM

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