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Network Appliance NS0-901 Exam Syllabus Topics:

SectionWeightObjectives
Security, Reliability, and Operations15%- Monitoring, logging, and troubleshooting AI environments
- High availability and data protection
- Data security and access control for AI
- Cost management and efficiency
AI Overview15%- 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 Architecture25%- 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 Lifecycle27%- 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 Deployment18%- 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 <<

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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?

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.)

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.)

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?

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?

答案:B


問題 #61
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