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Network Appliance NS0-901 Exam Syllabus Topics:

Network Appliance NetApp Certified AI Expert Sample Questions:

1. An organization recently suffered a ransomware attack that encrypted several volumes on their primary ONTAP storage system, including a critical volume containing curated training data. The security team needs to implement a solution that can proactively detect and block ransomware- like file I/O patterns and automatically create a secure Snapshot copy before any damage is done.
The current ONTAP configuration is as follows:
ONTAP_Version: 9.12.1
Security_Features: SnapLock (Compliance Mode) on archive volumes
Anti-Virus_Scan: Enabled (Vscan)
Ransomware_Detection: Not configured
Which ONTAP feature should be enabled to provide this proactive, automated protection?

A) Enable Multi-Admin Verification (MAV) on all volumes.
B) Enable Autonomous Ransomware Protection (ARP).
C) Use BlueXP backup and recovery to back up the volumes to the cloud more frequently.
D) Increase the frequency of scheduled Snapshots.

2. A data scientist needs to launch a Jupyter notebook as a pod in a Kubernetes cluster. The pod requires a 50 Gi persistent volume for storing datasets and notebooks. The cluster administrator has configured a default Trident StorageClass for general-purpose use. The data scientist has the following PersistentVolumeClaim (PVC) manifest:
apiVersion: v1
kind: PersistentVolumeClaim
metadata:
name: jupyter-pvc
spec:
accessModes:
- ReadWriteOnce
resources:
requests:
storage: 50Gi
When this PVC is applied to the cluster, what will be the result?

A) Trident will create a 1 Gi volume, as this is the default size for all PVCs.
B) The PVC will remain in a "Pending" state until a PersistentVolume is manually created.
C) Trident will automatically provision a 50 Gi volume on its default backend and bind it to the PVC.
D) The PVC will fail because a 'storageClassName' is not explicitly defined.

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

4. A university is building a shared AI research platform. They have two primary requirements:
1. Performance: A "hot" research area for active model training and development that requires the absolute lowest latency and highest throughput to support multiple, simultaneous GPU- intensive jobs.
The data in this area is around 50 TB.
2. Capacity & Cost: A "cold" data lake to store over 5 PB of raw, unstructured experimental data that is infrequently accessed but must be retained for compliance and future use. This tier must be as costeffective as possible.
Which combination of NetApp hardware and technologies should an architect select to build a complete, optimized, and cost-effective solution? (Select all that apply.)

A) Use NetApp E-Series systems for both the hot tier and the cold data lake to simplify management.
B) Use NetApp StorageGRID to build the 5 PB cost-effective data lake.
C) Enable GPUDirect Storage on the ASA system to provide the lowest latency data path to the GPUs.
D) Implement NetApp FabricPool to automatically tier inactive data from the ASA system to the StorageGRID data lake.
E) Use a NetApp All-SAN Array (ASA) system for the 50 TB high-performance "hot" research area.
F) Use a standard 10GbE network for all connectivity to reduce costs.

5. The Chief Information Security Officer (CISO) is concerned about the risk of a ransomware attack encrypting the critical vector database hosted on the NetApp AFF A-Series. The CISO wants a solution that can proactively detect and block a live attack in real-time, not just recover from a backup after the fact.
Which NetApp security feature should the architect enable on the vector database volume to meet this requirement?

A) Multi-Admin Verification (MAV)
B) NetApp SnapLock (Compliance Mode)
C) Autonomous Ransomware Protection (ARP)
D) NetApp Volume Encryption (NVE)

Solutions: