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| Section | Weight | Objectives |
|---|
| Topic 1: Customer Assessment and Solution Positioning | 15% | - Position appropriate HPE AI solutions - Assess AI maturity, workload characteristics and use cases
|
| Topic 2: Fundamental AI Concepts | 28% | - General AI concepts, applications and workloads - Impact of AI on industries and infrastructure requirements
|
| Topic 3: Software Components of HPE Private Cloud AI with NVIDIA | 20% | - Software functions supporting AI operations - Benefits of HPE and NVIDIA software stack
|
| Topic 4: Infrastructure Components of HPE Private Cloud AI with NVIDIA | 20% | - Infrastructure capabilities for AI workload requirements - Benefits of HPE and NVIDIA integrated infrastructure
|
| Topic 5: Solution Sizing and Configuration | 17% | - Using HPE Intelligent Configurator for sizing - Building configurations via One Config Advanced (OCA) - Differences between configuration sizes and options
|
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HPE Private Cloud AI Solutions Sample Questions (Q60-Q65):
NEW QUESTION # 60
An architect is working with a customer who has been identified as an 'AI Pro'. They have a mature AI practice and are looking to scale their efforts in creating 'digital twin' simulations for automotive prototypes. This involves complex, graphics-intensive AI workloads. The customer wants a full-stack, turnkey private cloud solution to accelerate this initiative.
What is the most appropriate HPE solution to position for this customer?
- A. A custom solution built on individual HPE ProLiant servers.
- B. A set of AI-optimized HPE ProLiant DL servers for edge deployment.
- C. HPE Private Cloud AI with NVIDIA.
- D. An HPE AI Services - Transformation Workshop to redefine their goals.
Answer: C
NEW QUESTION # 61
A customer wants to deploy a turnkey private cloud for a variety of generative AI workloads, including RAG-based chatbots and some model fine-tuning. One of their key IT stakeholders is the data engineer.
Which specific challenge for a data engineer is directly addressed by the HPE Data Fabric component within HPE Private Cloud AI?
- A. The difficulty of managing GPU cluster utilization for training jobs.
- B. The high cost of NVIDIA AI Enterprise software licenses.
- C. The effort required to create and manage data pipelines and unify diverse, siloed data sources (files, objects, tables) into a single accessible platform.
- D. The complexity of writing Python code in a Jupyter Notebook.
Answer: C
NEW QUESTION # 62
An architect is presenting to a customer who is an 'Early AI User'. The customer is unsure about the differences between their two main project ideas.
Project 1: Create an internal chatbot that can answer HR policy questions by accessing the live employee handbook stored on a shared drive.
Project 2: Teach a general-purpose chatbot to adopt the company's formal communication style and tone for drafting official press releases.
How should the architect categorize the primary AI task for each project? (Choose 2.)
- A. Project 2 is a classic inferencing workload with no model customization.
- B. Project 2 is a fine-tuning workload.
- C. Project 1 is a model training workload.
- D. Project 1 is a RAG (Retrieval-Augmented Generation) workload.
Answer: B,D
NEW QUESTION # 63
An architect is building a final configuration for an HPE Private Cloud AI solution using One Config Advanced (OCA). After selecting the "HPE Private Cloud AI - Medium Expanded" Smart Template, they review the generated Bill of Materials (BOM).
Which components are characteristic of the Medium Expanded configuration that the architect should expect to see in the OCA-generated BOM? (Select all that apply.)
- A. 4x HPE ProLiant DL380a Gen11 Servers
- B. 2x NVIDIA SN4700M Switches
- C. 1x HPE ProLiant DL380a Gen11 Server
- D. 16x NVIDIA L40S GPUs
- E. 2x HPE Aruba Networking CX 6300M Switches
- F. 16x NVIDIA H100 NVL GPUs
Answer: A,B,D,E
NEW QUESTION # 64
An architect is explaining the structure of a simple Artificial Neural Network (ANN) to a client.
Review the following diagram of the network:
```
Input Layer Hidden Layer Output Layer
(Node) -- (Node) -- (Node)
(Node) / (Node) -\- (Node)
(Node) --/ (Node) / (Node)
```
Which component of the network is responsible for producing the final prediction, such as classifying an image as either a "cat" or a "dog"?
- A. Input Layer
- B. Hidden Layer
- C. Output Layer
- D. The connections between the Input and Hidden layers
Answer: C
NEW QUESTION # 65
......
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