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| Section | Weight | Objectives |
|---|
| Solution Sizing and Configuration | 17% | - Building configurations via One Config Advanced (OCA) - Differences between configuration sizes and options - Using HPE Intelligent Configurator for sizing
|
| Fundamental AI Concepts | 28% | - Impact of AI on industries and infrastructure requirements - General AI concepts, applications and workloads
|
| Infrastructure Components of HPE Private Cloud AI with NVIDIA | 20% | - Infrastructure capabilities for AI workload requirements - Benefits of HPE and NVIDIA integrated infrastructure
|
| Software Components of HPE Private Cloud AI with NVIDIA | 20% | - Software functions supporting AI operations - Benefits of HPE and NVIDIA software stack
|
| Customer Assessment and Solution Positioning | 15% | - Position appropriate HPE AI solutions - Assess AI maturity, workload characteristics and use cases
|
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HPE Private Cloud AI Solutions Sample Questions (Q78-Q83):
NEW QUESTION # 78
A customer needs a solution for their deployed customer service chatbot. They state: "We don't need to change the model itself, but we need the chatbot to answer questions using our product documentation, which is updated every night. The answers must be fast and based on the latest documents." How would you categorize this workload?
- A. A RAG (Retrieval-Augmented Generation) inferencing workload.
- B. A model development and experimentation workload.
- C. A large-scale model training workload.
- D. A classic AI inferencing workload.
Answer: A
NEW QUESTION # 79
A customer wants to build a configuration in One Config Advanced (OCA) for the HPE Private Cloud AI "Large - Standard" solution.
Which key components should the architect expect the Smart Template to include in the Bill of Materials (BOM)? (Choose 2.)
- A. HPE ProLiant DL380a Gen11 servers with NVIDIA H100 NVL GPUs.
- B. 8 worker nodes.
- C. HPE ProLiant DL380a Gen11 servers with NVIDIA L40S GPUs.
- D. HPE Cray compute nodes.
- E. 4 worker nodes.
Answer: A,E
NEW QUESTION # 80
Match the stakeholder in an AI project to their most likely primary concern.
Stakeholders:
1. Data Scientist
2. AI Decision Maker (CIO)
3. Data Engineer
Concerns:
a. "How can I easily build, manage, and automate data pipelines to feed our models?" b. "What is the total cost of ownership (TCO) and return on investment (ROI) for this AI initiative?" c. "Which hyperparameter tuning method will give my model the highest accuracy?"
- A. 1-c, 2-b, 3-a
- B. 1-a, 2-c, 3-b
- C. 1-b, 2-a, 3-c
- D. 1-c, 2-a, 3-b
Answer: A
NEW QUESTION # 81
A customer is planning to deploy an HPE Private Cloud AI solution. Their IT department has provided a worksheet detailing the workload requirements. The solution architect needs to select the appropriate configuration size.
Review the customer's requirements:
```
- Primary Workload: Fine-tuning a 70-billion parameter foundation model
- Secondary Workload: AI Inferencing with RAG
- User Base: 50 developers during tuning; 300 concurrent users for inference
- Data Sensitivity: High (must remain on-premises)
- Power/Cooling: Standard data center air cooling available
```
Which HPE Private Cloud AI configuration is required to meet these demands, and what is the key component that justifies this choice? (Choose 2.)
- A. The solution requires a Large configuration.
- B. The key component is the NVIDIA H100 NVL GPU, designed for large-scale training and fine-tuning.
- C. The solution requires a Medium configuration.
- D. The key component is the NVIDIA L40S GPU, which is optimized for RAG workloads.
- E. The key component is the HPE ProLiant DL325 server in the management plane.
Answer: A,B
NEW QUESTION # 82
An enterprise wants to deploy pre-trained foundation models from various sources for multiple business units. A key requirement is to simplify and standardize the deployment process, regardless of the model's origin. They want a solution that packages models into scalable, optimized, and easy-to-use microservices with a standard API.
Which component of the NVIDIA AI Enterprise software suite directly addresses this need?
- A. NVIDIA Triton Inference Server
- B. NVIDIA NIM (NVIDIA Inference Microservices)
- C. NVIDIA TAO Toolkit
- D. NVIDIA NeMo
Answer: B
NEW QUESTION # 83
......
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