Prepare with Network Appliance NS0-901 exam torrent, pass for sure

Network Appliance NS0-901 Exam Overview:

Network Appliance NS0-901 Exam Syllabus Topics:

Network Appliance NetApp Certified AI Expert Sample Questions:

1. A media company is building a new generative AI service. The project has two main components:
1. Data Lake & Fine-Tuning: A 300 TB repository of unstructured data (videos, images, text) stored as objects will be used to fine-tune a foundational model. This process requires a scalable, cost-effective storage solution that can integrate with cloud-native data processing tools like Apache Spark.
2. Inference & RAG: The fine-tuned model will be used in a customer-facing application that leverages Retrieval-Augmented Generation (RAG). To ensure low-latency responses, the RAG component requires extremely fast lookups from a 10 TB vector database.
The company needs a solution that optimizes both cost and performance for this entire lifecycle.
Which combination of NetApp technologies provides the most appropriate solution for this scenario?

A) Use a single, large NetApp ASA system for both the object data lake and the vector database.
B) Use NetApp StorageGRID for the data lake and a NetApp ASA system for the vector database.
C) Use NetApp E-Series for the data lake and a NetApp ASA system for the vector database.
D) Use NetApp Cloud Volumes ONTAP for the data lake and NetApp StorageGRID for the vector database.

2. Which of the following are typical requirements for inferencing in AI models? (Choose two)

A) Pre-trained models
B) Cloud-based inference only
C) Loading the model into memory
D) Extensive training data

3. A data scientist needs to test a new data normalization technique. To do this, they require an isolated, writable copy of a 50 TB curated simulation dataset that resides on the NetApp ASA system. The operation must be completed as quickly as possible and consume minimal additional storage space. Which NetApp technology is the most appropriate solution for this requirement?

A) NetApp FabricPool
B) NetApp SnapMirror
C) NetApp FlexClone
D) NetApp XCP

4. The data anonymization job, running in a Kubernetes pod, fails. The pod logs show a "Permission Denied" error when trying to access the source volume on the on-premises ASA. An administrator checks the export policy rule for the volume.
The active rule is as follows:
Rule_Index: 1
Client_Match: 10.50.0.0/16
Protocols: nfs4
Read_Only_Access: sys
Read_Write_Access: -
Superuser_Access: none
The Kubernetes pod that failed has an IP address of '10.60.5.10'.
What is the cause of the "Permission Denied" error?

A) The pod's IP address ('10.60.5.10') is not within the allowed client match range ('10.50.0.0/16').
B) The 'Superuser_Access' setting is too restrictive.
C) The export policy only allows access via the NFSv4 protocol.
D) The export policy does not grant read-write access, which is required by the anonymization job.

5. 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) Deploy a MetroCluster configuration spanning the primary and DR sites for all three storage systems.
B) Use NetApp SnapMirror for the ASA, StorageGRID replication for the data lake, and rely on tape backups for the E-Series/BeeGFS data.
C) Use BlueXP backup and recovery to back up all three storage systems (ASA, E-Series, StorageGRID) to a single cloud target.
D) 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.

Solutions: