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Network Appliance NS0-901 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| NetApp AI Solutions and Architecture | 25% | - Storage architectures for AI workloads - NetApp AI-ready infrastructure components - Data management and data pipeline design - Scalability and performance optimization for AI - ONTAP integration with AI frameworks |
| Cloud and Hybrid Cloud AI Deployment | 18% | - Cloud-native AI solutions and integration - Hybrid and multi-cloud AI architectures - NetApp cloud data services for AI - Data mobility and consistency across environments |
| AI Overview | 15% | - Algorithm types: supervised, unsupervised, reinforcement learning - Convergence of AI, high-performance computing, and analytics - AI, machine learning, and deep learning concepts - AI industry use cases and applications - AI deployment models: on-premises, cloud, edge |
| AI Lifecycle | 27% | - Data preparation and management for AI - Model training, inference, and optimization - AI lifecycle stages: design, training, deployment, monitoring - Predictive vs generative AI - AI governance, ethics, and compliance |
| Security, Reliability, and Operations | 15% | - Data security and access control for AI - High availability and data protection - Cost management and efficiency - Monitoring, logging, and troubleshooting AI environments |
Network Appliance NetApp Certified AI Expert Sample Questions:
A junior administrator is attempting to delete an old, unused Snapshot copy from a production volume to reclaim space but receives an error. The administrator is certain they are using the correct command and have the appropriate 'vsadmin' role.
The command and error are shown below:
cluster-1::> volume snapshot delete -vserver svm_prod -volume app_data -snapshot nightly.2025- 06-15_0015 Error: command failed: This operation is not permitted. Deletion of Snapshot copy "nightly.2025-
06-15_0015" on volume "app_data" in Vserver "svm_prod" requires approval.
Use the "security multi-admin-verify approval show" command to view pending approvals.
What is the most likely reason the administrator cannot delete the Snapshot?
- A. Multi-Admin Verification (MAV) is enabled, and the destructive operation requires approval from another designated administrator.
- B. The 'vsadmin' role does not have permission to delete Snapshots.
- C. The volume is protected by SnapLock, and the Snapshot has not reached its expiry date.
- D. The Snapshot is locked by a SnapMirror relationship.
Correct Answer: A 🗳️
A data science team works primarily at a central data center but needs to run a short-term, burst- compute training job in the public cloud to take advantage of specialized GPUs that are not available on- premises. They need to efficiently and securely move a 20 TB dataset from their on- premises ONTAP cluster to a Cloud Volumes ONTAP instance for the duration of the job.
The data flow requirement is as follows:
Source: On-premises ONTAP cluster
Destination: Cloud Volumes ONTAP in AWS
Requirement: Efficient, secure, block-level data transfer.
Which NetApp technology is the most appropriate tool for this task?
- A. NetApp FabricPool
- B. NetApp SnapMirror
- C. NetApp XCP
- D. NetApp FlexCache
Correct Answer: B 🗳️
Given the company's goal of combining physics-based simulations with AI-driven analytics on a shared data foundation, which industry trend does this project best represent?
- A. The exclusive use of public cloud resources for all computational tasks.
- B. The separation of AI and HPC into dedicated, air-gapped environments.
- C. The replacement of all physical testing with digital simulations.
- D. The convergence of AI, High-Performance Computing (HPC), and analytics on a unified data infrastructure.
Correct Answer: D 🗳️
An internal audit requires the firm to prove the exact state of the financial product documentation that was used by the chatbot to answer a specific query from last Tuesday. The query log shows the request was processed at '2025-07-11T14:30:00Z'. The data pipeline that updates the vector database runs daily at midnight.
Which NetApp technology allows the team to instantly access an immutable, point-in-time version of the vector database volume as it existed on that specific day?
- A. NetApp FabricPool
- B. NetApp SnapMirror
- C. NetApp FlexClone
- D. NetApp Snapshots
Correct Answer: D 🗳️
Due to the success of the "Advisor Assistant," the number of concurrent users is expected to double in the next quarter. The existing Kubernetes cluster is running at 80% of its GPU capacity during peak hours. The architect must propose a plan to scale the compute infrastructure to handle the increased load.
Which two strategies represent the most effective and scalable solutions? (Choose 2.)
- A. Horizontally scale the cluster by adding new GPU-equipped nodes.
- B. Configure the Kubernetes Cluster Autoscaler to automatically add new nodes to the cluster from a predefined node pool when GPU demand exceeds current capacity.
- C. Replace all existing GPUs with the next-generation model to increase the performance of each node.
- D. Manually deploy all new application replicas to a single, new, very large "super-node".
- E. Vertically scale the existing nodes by adding more RAM and CPU cores to each one.
Correct Answer: A,B 🗳️
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