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Network Appliance NS0-901 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| AI Lifecycle | 27% | - AI lifecycle stages: design, training, deployment, monitoring - Predictive vs generative AI - AI governance, ethics, and compliance - Data preparation and management for AI - Model training, inference, and optimization |
| Security, Reliability, and Operations | 15% | - High availability and data protection - Data security and access control for AI - Cost management and efficiency - Monitoring, logging, and troubleshooting AI environments |
| Cloud and Hybrid Cloud AI Deployment | 18% | - NetApp cloud data services for AI - Data mobility and consistency across environments - Hybrid and multi-cloud AI architectures - Cloud-native AI solutions and integration |
| NetApp AI Solutions and Architecture | 25% | - Storage architectures for AI workloads - Data management and data pipeline design - NetApp AI-ready infrastructure components - Scalability and performance optimization for AI - ONTAP integration with AI frameworks |
| AI Overview | 15% | - Convergence of AI, high-performance computing, and analytics - Algorithm types: supervised, unsupervised, reinforcement learning - AI deployment models: on-premises, cloud, edge - AI industry use cases and applications - AI, machine learning, and deep learning concepts |
Network Appliance NetApp Certified AI Expert Sample Questions:
1. The firm has acquired a competitor, and the volume of proprietary documents for the "Advisor Assistant" is expected to triple, exceeding the capacity of the current StorageGRID data lake. The architect needs to expand the data lake's capacity non-disruptively.
The current StorageGRID status is:
System_Health: Nominal
Node_Count: 6 (3 Storage Nodes, 3 Admin/Gateway Nodes)
Usable_Capacity: 1.5 PB
Used_Capacity: 1.4 PB (93%)
What is the standard procedure for scaling the capacity of the on-premises NetApp StorageGRID system?
A) Replace the disks in the existing storage nodes with higher-capacity drives.
B) Provision a new, separate StorageGRID system and use BlueXP copy and sync to move the data.
C) Add new storage nodes to the existing StorageGRID system and execute an expansion procedure.
D) Use FabricPool to tier the excess data from StorageGRID to a public cloud provider.
2. A network administrator, attempting to harden the security of the data center, modifies a firewall access control list (ACL). Immediately afterward, the "Advisor Assistant" application pods can no longer mount their required NFS volumes from the AFF A-Series. The MLOps team confirms the pods are stuck in a 'ContainerCreating' state with a 'MountVolume.SetUp failed... connection timed out' error. The administrator provides the new, active firewall rule:
RULE | ACTION | PROTOCOL | SOURCE_IP_RANGE | DEST_IP_RANGE | DEST_PORT --|--|-
|--||--51 | ALLOW | TCP | 10.20.5.0/24 | 10.20.10.0/24 | 2049
What is the most likely reason for the mount failures?
A) The firewall rule is blocking the NFSv4 protocol, which requires TCP port 2050.
B) The 'SOURCE_IP_RANGE' is incorrect and does not include the Kubernetes pod IP addresses.
C) The firewall rule is blocking the Portmapper/RPCbind service (TCP/UDP port 111), which is necessary for the initial NFS mount negotiation.
D) The firewall rule is blocking the NFS lock manager (NLM) protocol, which is required for file locking.
3. Which of the following describes the impact of generative AI in content creation?
A) Generative AI can create new content such as text, images, and videos.
B) Generative AI analyzes data without generating content.
C) Generative AI predicts customer preferences without creating new content.
D) Generative AI only processes pre-existing content.
4. Which of the following are typical requirements for inferencing in AI models? (Choose two)
A) Cloud-based inference only
B) Loading the model into memory
C) Extensive training data
D) Pre-trained models
5. Which of the following applications use AI in the healthcare industry? (Choose two)
A) Predicting patient outcomes
B) Automating financial reporting
C) Diagnosing diseases
D) Managing hospital supply chains
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: B,D | Question # 5 Answer: A,C |


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