NVIDIA NCA-AIIO Exam - Topic 2 Question 17 Discussion

Actual exam question for NVIDIA's NCA-AIIO exam

Question #: 17
Topic #: 2

[All NCA-AIIO Questions]

Which aspect of computing uses large amounts of data to train complex neural networks?

AMachine learning

BDeep learning

CInferencing

Show Suggested Answer

Suggested Answer: B

Deep learning, a subset of machine learning, relies on large datasets to train multi-layered neural networks, enabling them to learn hierarchical feature representations and complex patterns autonomously. While machine learning encompasses broader techniques (some requiring less data), deep learning's dependence on vast data volumes distinguishes it. Inferencing, the application of trained models, typically uses smaller, real-time inputs rather than extensive training data.

(Reference: NVIDIA AI Infrastructure and Operations Study Guide, Section on Deep Learning Fundamentals)

by Marge at Apr 08, 2026, 06:46 AM

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