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Exam NCA-AIIO topic 1 question 2 discussion

Actual exam question from NVIDIA's NCA-AIIO
Question #: 2
Topic #: 1
[All NCA-AIIO Questions]

For which workloads is NVIDIA Merlin typically used?

  • A. Recommender systems
  • B. Natural language processing
  • C. Data analytics
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Suggested Answer: A 🗳️
by lledar951 at Nov. 8, 2025, 12:31 a.m.

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lledar951
2 weeks, 5 days ago
Selected Answer: A
NVIDIA Merlin is a specialized application framework within the NVIDIA data center platform designed for a specific workload domain: • Application Frameworks: NVIDIA offers application frameworks tailored for common domains. • Merlin's Purpose: Examples of these frameworks include RIVA for conversational AI, Drive for Autonomous Vehicles, and MERLIN for Recommendation Systems, among many others. • Broader Context: These frameworks are layered atop the software stack, including CUDA and DOCA, and numerous software libraries that transparently provide acceleration to developers
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