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Network Appliance NS0-901 : NetApp Certified AI Expert Exam

Exam Code: NS0-901

Exam Name: NetApp Certified AI Expert Exam

Updated: Jun 26, 2026

Q & A: 106 Questions and Answers

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Network Appliance NetApp Certified AI Expert Sample Questions:

1. In the data pipeline, which NetApp technology is used to create an efficient, block-level, incremental replication of the anonymized datasets from the on-premises ASA to the Cloud Volumes ONTAP instance in Azure?

A) NetApp BlueXP copy and sync
B) NetApp FabricPool
C) NetApp SnapMirror
D) NetApp XCP


2. An MLOps engineer is deploying a training pod that requires a high-performance volume. After applying the pod and PVC manifests, the pod remains in a 'Pending' state. The engineer runs
'kubectl describe pod training-pod-7d8c' and sees the following event:
Events:
Type Reason Age From Message
- - - -
Warning FailedScheduling 2m15s
default-scheduler 0/4 nodes are available: 1 node(s) had volume node affinity conflict, 3 node(s) didn't find available persistent volume to bind.
The engineer then inspects the associated PVC and sees its status is also 'Pending'.
What is the most likely cause of this issue?

A) The 'storageClassName' specified in the PVC does not match any existing StorageClass managed by Trident.
B) The ONTAP backend is out of available capacity to provision a new volume.
C) The Kubernetes scheduler is malfunctioning and cannot assign pods to nodes.
D) The Trident controller pod has crashed and needs to be restarted.


3. An AI architect is planning the resource allocation for a new project. The primary task is to process millions of unlabeled customer reviews to identify naturally occurring groups or themes without any prior guidance.
The project requirements are summarized below:
Task: Discover hidden patterns in text data
Input_Data: 10 million unlabeled text reviews
Output: Clustered groups of related reviews
Supervision: None
Which type of machine learning algorithm is required for this task?

A) Predictive learning
B) Unsupervised learning
C) Supervised learning
D) Reinforcement learning


4. A security administrator is reviewing the configuration of a production ONTAP cluster after a compliance audit. The audit requires that all volumes containing financial data must be protected against ransomware. The administrator runs a command to check the status of Autonomous Ransomware Protection (ARP) on a critical volume.
The command and its output are as follows:
cluster-1::> security ransomware anti-ransomware show -vserver svm_finance -volume finance_q1_data Vserver: svm_finance Volume: finance_q1_data Autonomous Ransomware Protection Status: disabled Learning Mode: normal Dry Run Mode: false Action on Detection: notify Based on this output, what is the primary security risk for the 'finance_q1_data' volume?

A) The volume is vulnerable to ransomware because Autonomous Ransomware Protection is not enabled.
B) The volume is not part of any Snapshot schedule.
C) The learning mode is set to "normal," which may not detect zero-day attacks.
D) The action on detection is set only to "notify," which will not block the attack.


5. The HPC cluster generates simulation data at an extremely high rate, requiring a storage system that can handle massively parallel writes from hundreds of compute nodes simultaneously. Which storage system and file protocol combination is the most appropriate choice for the HPC cluster's high-performance scratch space?

A) A Cloud Volumes ONTAP instance with a standard file system.
B) A NetApp StorageGRID system accessed via the S3 protocol.
C) A NetApp ASA system serving a single, large NFS volume.
D) A NetApp E-Series system serving a BeeGFS parallel file system.


Solutions:

Question # 1
Answer: C
Question # 2
Answer: A
Question # 3
Answer: B
Question # 4
Answer: A
Question # 5
Answer: D

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