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Network Appliance NetApp Certified AI Expert Sample Questions:
1. Which of the following describes the impact of generative AI in content creation?
A) Generative AI analyzes data without generating content.
B) Generative AI can create new content such as text, images, and videos.
C) Generative AI predicts customer preferences without creating new content.
D) Generative AI only processes pre-existing content.
2. Which of the following platforms provides tools for model training and deployment specifically for AI workloads?
A) All of the above
B) Domino Data Labs
C) RunAI
D) Google VertexAI
3. An architect is designing the storage and network infrastructure for a new, large-scale AI cluster dedicated to training foundational models. The primary design goal is to achieve the highest possible data throughput and the lowest latency to ensure multi-million dollar GPU resources are never idle. Which two technologies are essential to include in the design to achieve this goal?
(Choose 2.)
A) NetApp StorageGRID as the primary storage for the training datasets.
B) GPUDirect Storage support on the storage system.
C) An InfiniBand or RoCE-capable Ethernet network fabric.
D) A tiered storage architecture using NetApp FabricPool.
E) A 10GbE Ethernet network for all data traffic.
4. The company's compliance officer mandates that all raw simulation data in the StorageGRID data lake must be protected from modification or deletion for a period of seven years. Which two StorageGRID features should be implemented to meet this strict, long-term data immutability requirement? (Choose 2.)
A) Configure an Information Lifecycle Management (ILM) rule that applies to the bucket and sets a retention period of seven years.
B) Encrypt all objects in the bucket using server-side encryption (SSE).
C) Enable Autonomous Ransomware Protection (ARP) on the StorageGRID system.
D) Use NetApp SnapMirror to replicate the data to a second StorageGRID system.
E) Create a new S3 bucket with Object Lock enabled in Compliance mode.
5. A company is running its AI training workloads on a NetApp AFF A-Series system. To manage costs, they want to automatically move inactive training datasets and older model checkpoints from the high- performance all-flash tier to a lower-cost object storage tier, such as an on- premises StorageGRID or a public cloud bucket. The process must be transparent to the data scientists and not require changes to their scripts or file paths.
Which two NetApp technologies should be combined to achieve this goal? (Choose 2.)
A) NetApp XCP
B) NetApp FlexCache
C) NetApp FabricPool
D) NetApp StorageGRID
E) NetApp SnapMirror
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: A | Question # 3 Answer: B,C | Question # 4 Answer: A,E | Question # 5 Answer: C,D |
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