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| Section | Weight | Objectives |
|---|
| Topic 1: Solution Sizing and Configuration | 17% | - Differences between configuration sizes and options - Using HPE Intelligent Configurator for sizing - Building configurations via One Config Advanced (OCA)
|
| Topic 2: Customer Assessment and Solution Positioning | 15% | - Assess AI maturity, workload characteristics and use cases - Position appropriate HPE AI solutions
|
| Topic 3: Software Components of HPE Private Cloud AI with NVIDIA | 20% | - Benefits of HPE and NVIDIA software stack - Software functions supporting AI operations
|
| Topic 4: Fundamental AI Concepts | 28% | - Impact of AI on industries and infrastructure requirements - General AI concepts, applications and workloads
|
| Topic 5: Infrastructure Components of HPE Private Cloud AI with NVIDIA | 20% | - Infrastructure capabilities for AI workload requirements - Benefits of HPE and NVIDIA integrated infrastructure
|
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HPE Private Cloud AI Solutions Sample Questions (Q22-Q27):
NEW QUESTION # 22
A customer needs a solution for two primary workloads: large-scale model training and real-time inference. They have a team of data scientists who are constantly developing new models and a separate operations team that deploys and manages these models in production.
Which statement best describes how the different stakeholders would interact with the HPE Private Cloud AI solution?
- A. The data scientists would use NVIDIA NIMs to train the models, and the operations team would use HPE Data Fabric to serve them.
- B. The data scientists would primarily use tools within HPE AI Essentials (like JupyterLab and MLFlow) for model development, while the operations team would use NVIDIA NIMs to deploy the finished models.
- C. The entire process for all stakeholders is managed through the server's iLO interface.
- D. Both the data scientists and the operations team would use the HPE Intelligent Configurator to manage the models.
Answer: B
NEW QUESTION # 23
A large enterprise is adopting HPE Private Cloud AI and needs to accelerate the development of several generative AI applications. Their data science team wants to leverage pre-trained foundation models from NVIDIA but needs to customize them for specific business tasks like contract summarization and internal policy Q&A.
Which NVIDIA AI Enterprise software framework provides a comprehensive, end-to-end toolkit for curating data, customizing models using techniques like PEFT, and implementing guardrails for safe deployment?
```
Customer Goal:
- Accelerate development of custom generative AI apps
- Utilize pre-trained foundation models
- Require tools for data prep, model customization, and safety
```
- A. NVIDIA RAPIDS
- B. NVIDIA Triton Inference Server
- C. NVIDIA NIM (NVIDIA Inference Microservices)
- D. NVIDIA NeMo
Answer: D
NEW QUESTION # 24
An architect is in a discovery call with a customer who describes their project: "Our primary goal is to take our massive, proprietary dataset of chemical compound interactions and continuously update our foundational AI model's internal parameters to create a new, specialized model for drug discovery. This process runs 24/7 on a large GPU cluster." How should the architect classify this primary AI workload?
- A. Retrieval-Augmented Generation (RAG)
- B. AI Inferencing
- C. Edge Computing
- D. AI Model Training / Fine-tuning
Answer: D
NEW QUESTION # 25
An enterprise wants to build an internal AI platform that functions like an "App Store." Their goal is to provide various internal development teams with a catalog of curated AI models that they can easily deploy and integrate into their applications without needing deep AI expertise. The platform must be secure, reliable, and scalable.
Which software components within the HPE Private Cloud AI stack are essential to building this platform? (Select all that apply.)
- A. NVIDIAAI Enterprise for enterprise-grade support and security
- B. HPE AI Essentials for a unified data science and MLOps plane
- C. NVIDIA NIM (NVIDIA Inference Microservices)
- D. The HPE Intelligent Configurator
- E. A collection of pre-trained community and custom-built AI models
Answer: A,B,C,E
NEW QUESTION # 26
An 'AI Pro' customer wants to deploy a solution to create 'digital twins' of their manufacturing equipment for predictive maintenance simulations. This workload requires significant GPU power for both the simulation and the underlying AI model.
Which HPE solution should be positioned as the primary platform for this advanced, data-center based workload?
- A. HPE Private Cloud AI with NVIDIA.
- B. The customer's existing VDI environment.
- C. Individual HPE ProLiant DL320 Gen11 servers at the edge.
- D. A standard data warehouse solution without GPU acceleration.
Answer: A
NEW QUESTION # 27
......
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