Network Appliance NS0-901 real exam prep : NetApp Certified AI Expert Exam

  • Exam Code: NS0-901
  • Exam Name: NetApp Certified AI Expert Exam
  • Updated: Jun 15, 2026
  • Q&As: 106 Questions and Answers

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Network Appliance NetApp Certified AI Expert Sample Questions:

1. A data scientist is using the NetApp DataOps Toolkit for Python to automate the creation of a new, writable volume for an experiment. The script is intended to clone an existing dataset volume. When the script is executed, it fails with an error.
The relevant portion of the Python script is:
from netapp_dataops.k8s import clone_pvc
clone_pvc(
source_pvc_name="dataset-v1-pvc",
new_pvc_name="experiment-clone-pvc",
namespace="ds-team-1"
)
The script produces the following error in the terminal:
'Error: Failed to clone PVC. Source PVC 'dataset-v1-pvc' not found in namespace 'ds-team-1'.' What is the most likely cause of this error?

A) The Kubernetes cluster does not have NetApp Trident installed.
B) The source PersistentVolumeClaim (PVC) named 'dataset-v1-pvc' does not exist or is in a different namespace.
C) The NetApp DataOps Toolkit does not support cloning volumes.
D) The Python script is missing the necessary import statement for the toolkit.


2. An organization is developing a new AI-powered application. The initial phase involves feeding a curated 50 TB dataset of labeled images into a complex neural network, allowing the model to learn and adjust its internal parameters over millions of iterations. The second phase involves deploying this finalized model to a web service where it will process single, user-uploaded images and return a classification in real-time.
Which statement accurately describes these two phases?

A) Phase 1 is inferencing, and Phase 2 is training.
B) Both Phase 1 and Phase 2 are examples of inferencing.
C) Both Phase 1 and Phase 2 are examples of training.
D) Phase 1 is training, and Phase 2 is inferencing.


3. What is the primary difference between C-Series and A-Series storage for AI workloads?

A) A-Series provides GPU-based acceleration, while C-Series only supports CPU-based workloads.
B) C-Series supports both file and object-based storage, while A-Series is optimized for object storage.
C) C-Series is designed for high-performance workloads, while A-Series focuses on cost-efficiency for general storage.
D) A-Series is for smaller-scale AI workloads, while C-Series supports large-scale, high-performance AI applications.


4. The company decides to establish a disaster recovery (DR) site in a secondary data center for the entire Digital Twin platform. The DR plan must protect the HPC data, the AI training data, and the central data lake.
The DR requirements are:
- RPO: 4 hours for all data.
- RTO: 24 hours for the entire platform.
- Process: The failover and failback process should be as automated as possible.
Which combination of technologies provides the most comprehensive DR solution?

A) Use BlueXP backup and recovery to back up all three storage systems (ASA, E-Series, StorageGRID) to a single cloud target.
B) Deploy a MetroCluster configuration spanning the primary and DR sites for all three storage systems.
C) Use NetApp SnapMirror for the ASA, StorageGRID's built-in replication for the data lake, and a host- based tool like 'rsync' for the E-Series/BeeGFS data, all orchestrated via BlueXP disaster recovery.
D) Use NetApp SnapMirror for the ASA, StorageGRID replication for the data lake, and rely on tape backups for the E-Series/BeeGFS data.


5. What is the primary role of NetApp Trident in a Kubernetes environment designed for AI workloads?

A) To provide a web-based IDE, like Jupyter, for data scientists to develop models.
B) To directly accelerate GPU computations using specialized drivers.
C) To function as a container runtime interface for executing AI models.
D) To act as a dynamic storage orchestrator, provisioning persistent storage from NetApp backends on- demand for containerized applications.


Solutions:

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

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