高質量的最新NS0-901試題,免費下載NS0-901考試題庫得到妳想要的Network Appliance證書

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Network Appliance NS0-901 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|
| Security, Reliability, and Operations | 15% | - Monitoring, logging, and troubleshooting AI environments - High availability and data protection - Data security and access control for AI - Cost management and efficiency
|
| AI Overview | 15% | - AI industry use cases and applications - AI deployment models: on-premises, cloud, edge - AI, machine learning, and deep learning concepts - Convergence of AI, high-performance computing, and analytics - Algorithm types: supervised, unsupervised, reinforcement learning
|
| NetApp AI Solutions and Architecture | 25% | - Scalability and performance optimization for AI - Data management and data pipeline design - Storage architectures for AI workloads - ONTAP integration with AI frameworks - NetApp AI-ready infrastructure components
|
| AI Lifecycle | 27% | - Model training, inference, and optimization - Data preparation and management for AI - AI governance, ethics, and compliance - AI lifecycle stages: design, training, deployment, monitoring - Predictive vs generative AI
|
| Cloud and Hybrid Cloud AI Deployment | 18% | - Data mobility and consistency across environments - Cloud-native AI solutions and integration - Hybrid and multi-cloud AI architectures - NetApp cloud data services for AI
|
>> 最新NS0-901試題 <<
最新NS0-901試題和認證考試產品中的領先材料提供者&NS0-901熱門題庫
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最新的 NetApp Certified AI Expert NS0-901 免費考試真題 (Q56-Q61):
問題 #56
A financial services company is required by regulators to be able to trace any version of their deployed fraud detection model back to the exact dataset and source code commit used to train it.
The current MLOps workflow is as follows:
Code_Repository: Git (commit hash: a1b2c3d4)
Dataset_Location: /vol/prod_data/fraud_dataset_v3
Storage_System: NetApp ONTAP 9
Model_Output: /vol/models/fraud_model_v3.2
Which NetApp technology should be used to create an immutable, point-in-time, and space- efficient copy of the dataset that can be linked to the specific code commit and model version?
- A. NetApp FlexClone
- B. NetApp FabricPool
- C. NetApp SnapMirror
- D. NetApp Snapshots
答案:D
問題 #57
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. Vertically scale the existing nodes by adding more RAM and CPU cores to each one.
- B. Manually deploy all new application replicas to a single, new, very large "super-node".
- C. Horizontally scale the cluster by adding new GPU-equipped nodes.
- D. Configure the Kubernetes Cluster Autoscaler to automatically add new nodes to the cluster from a predefined node pool when GPU demand exceeds current capacity.
- E. Replace all existing GPUs with the next-generation model to increase the performance of each node.
答案:C,D
問題 #58
To meet HIPAA compliance, the first step in the data pipeline is to identify all medical scans that contain embedded PII. The solution must be automated and capable of scanning data in-place on the on-premises ASA system.
Which two technologies should be used to accomplish this identification and tagging task?
(Choose 2.)
- A. A custom Python script that uses regular expressions to search file contents.
- B. NetApp SnapLock to make the source data immutable before scanning.
- C. A manual review process where technicians visually inspect each scan for PII.
- D. NetApp BlueXP classification, configured to scan the on-premises ASA working environment.
- E. A custom "PII" category within BlueXP classification to identify specific medical record number formats.
答案:D,E
問題 #59
A new team of external auditors requires read-only access to the raw financial product documentation stored in the StorageGRID data lake. The data is in a bucket named 'prod-docs'.
The security team must ensure the auditors can list and read objects but cannot write, delete, or modify any data. Which is the most appropriate method to grant this specific access?
- A. Create a new group and user within StorageGRID, and attach an S3 group policy that explicitly allows only 's3:GetObject' and 's3:ListBucket' actions on the 'prod-docs' bucket.
- B. Provide the auditors with the root access keys for the StorageGRID system.
- C. Configure an NFS export policy on the 'prod-docs' bucket and provide the auditors with the mount path.
- D. Create a new StorageGRID tenant account for the auditors with full S3 access.
答案:A
問題 #60
An AI team is embarking on a project to train a new, large-scale computer vision model from scratch. The lead architect emphasizes that the success of the project depends on four fundamental inputs that must be available and managed throughout the training process. Which of the following are the four essential requirements for model generation?
- A. A data lake, a data warehouse, a data pipeline, and a data mart.
- B. Data, code, compute, and time.
- C. A project manager, a data scientist, a software engineer, and a budget.
- D. A pre-trained model, a validation set, an inference engine, and a cloud provider.
答案:B
問題 #61
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