Purchase Network Appliance : NS0-901 Exam Materials and then pass exam easily
Updated: Jul 02, 2026
No. of Questions: 106 Questions & Answers with Testing Engine
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The best NS0-901 pass-sure quiz torrent help you pass exam for sure
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Network Appliance NetApp Certified AI Expert Sample Questions:
1. A team has deployed a Retrieval-Augmented Generation (RAG) system to answer customer queries. Recently, users have complained that the answers provided by the chatbot are outdated and do not reflect the latest product updates. An architect investigates and finds the following status log from the RAG pipeline's data ingestion monitor.
Timestamp: 2025-07-11T14:00:00Z
System: RAG Pipeline Monitor
Status: WARNING
Message: Vector DB freshness check failed.
Source data appears stale.
Vector_DB_Last_Update: 2025-06-10T08:00:00Z
Knowledge_Base_Last_Modified: 2025-07-11T13:15:00Z
Data_Sync_Service: BlueXP copy and sync
Sync_Job_Status: Succeeded
Based on the log, what is the most likely cause of the outdated answers?
A) The BlueXP copy and sync service is failing to copy data to the staging area.
B) The LLM needs to be fine-tuned with the new product information.
C) The process that converts staged documents into vectors and updates the vector database is not running.
D) The knowledge base itself has not been updated with the latest product information.
2. 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 StorageGRID
B) NetApp FlexCache
C) NetApp FabricPool
D) NetApp XCP
E) NetApp SnapMirror
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) An InfiniBand or RoCE-capable Ethernet network fabric.
B) NetApp StorageGRID as the primary storage for the training datasets.
C) A tiered storage architecture using NetApp FabricPool.
D) GPUDirect Storage support on the storage system.
E) A 10GbE Ethernet network for all data traffic.
4. Which of the following describes the impact of generative AI in content creation?
A) Generative AI predicts customer preferences without creating new content.
B) Generative AI analyzes data without generating content.
C) Generative AI only processes pre-existing content.
D) Generative AI can create new content such as text, images, and videos.
5. Which of the following techniques are used to maximize GPU utilization in AI workloads? (Choose two)
A) Using larger batch sizes
B) Utilizing CPU-based workloads for all tasks
C) Scheduling GPU-intensive tasks during off-peak hours
D) Balancing compute and storage workloads efficiently
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: A,C | Question # 3 Answer: A,D | Question # 4 Answer: D | Question # 5 Answer: C,D |
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