HP Using HPE Cray AI Development Environment : HPE2-N69

HPE2-N69 real exams

Exam Code: HPE2-N69

Exam Name: Using HPE Cray AI Development Environment

Updated: Nov 01, 2026

Q & A: 42 Questions and Answers

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HP HPE2-N69 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Architecture and Deployment15%- Differentiate from open-source Determined AI
- Describe software architecture of HPE Cray AI/ML Environment
- Explain deployment options and system components
Topic 2: ML and DL Fundamentals & Customer Challenges24%- Identify common challenges in training deep learning models
- Articulate business value and use cases for HPE solutions
- Explain core machine learning and deep learning concepts
Topic 3: Solution Qualification & Sizing15%- Position against market alternatives
- Qualify customers for HPE ML solutions
- Perform basic sizing and configuration
Topic 4: Integration and Operations13%- Monitor cluster health and performance
- Manage data and model lifecycle
Topic 5: Environment Usage & Workload Management33%- Run and manage different types of experiments
- Navigate web UI and CLI tools
- Understand resource allocation and scheduling

HPE2-N69 Exam Details and Your Advantages

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According to the latest exam information, the HPE2-N69 exam contains 40 - 60 questions within 90 minutes minutes. The testing engine reproduces that scope and calculates your final practice score — a useful reference for judging real-exam readiness.

At present, the HPE2-N69 exam requires a passing score of 70% - 75%, with a registration fee of $200 USD. HP sets both figures and may revise them, so confirm on the official site before you schedule.

The HP Using HPE Cray AI Development Environment blueprint covers these core domains:

  • Solution Qualification & Sizing (15%)
  • Environment Usage & Workload Management (33%)
  • Integration and Operations (13%)

Further domains complete the official outline; the question bank addresses all of them.

With data, not guesswork. The HPE2-N69 testing engine is user-friendly and easy to install; upon completion of each practice test, it calculates your final score, giving you a concrete reference for the real exam. Behind the tools, professionals and IT specialists compose the materials, and every answer is expert-verified — aligned with the real exam's format across the HP Using HPE Cray AI Development Environment objectives. Before buying, try the free demo questions to test your knowledge; after buying, 24/7 Customer Service and Live Support assist with any problem, and you can ask the team for a discount code. That is the remarkable experience we work to provide.

HP states the following prerequisites for the HP Using HPE Cray AI Development Environment: No mandatory prerequisites; recommended: basic AI/ML knowledge, 3–6 months hands-on experience with HPE or similar ML platforms.

Check the authoritative wording on the official certification page before booking.

HP Using HPE Cray AI Development Environment Sample Questions:

Question #1

What is the role of a hidden layer in an artificial neural network (ANN)?

  • A. It is responsible for passively reformatting data for use in the ANN.
  • B. It receives and weighs inputs from the preceding layer and produces outputs for the next layer.
  • C. It does not play a role during the forward pass of data through the ANN, but it helps to optimize during the backward pass.
  • D. It is responsible for making the final decision about how to label a record, based on weighted input from preceding layers.
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #2

You want to set up a simple demo cluster for HPE Machine Learning Development Environment for the open source Determined all on a local machine. Which OS Is supported?

  • A. Red Hat 7-based Linux
  • B. Windows Server 2016 or above
  • C. HP-UX v11i
  • D. Windows 10 or above
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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Question #3

What role do HPE ProLiant DL325 servers play in HPE Machine Learning Development System?

  • A. They run validation and checkpoint workloads.
  • B. They run training workloads that do not require GPUs.
  • C. They run non-distributed training workloads.
  • D. They host management software such as the conductor and HPCM.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #4

ML engineers are defining a convolutional neural network (CNN) model bur they are not sure how many filters to use in each convolutional layer. What can help them address this concern?

  • A. Training the model on multiple epochs
  • B. Using hyperparameter optimization (HPO)
  • C. Using a variable learning late
  • D. Distributing the training across multiple CPUs
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Question #5

A company has recently expanded its ml engineering resources from 5 CPUs 1012 GPUs.
What challenge is likely to continue to stand in the way of accelerating deep learning (DU training?

  • A. The complexity of adjusting model code to distribute the training process across multiple GPUs
  • B. A lack of understanding of the DL model architecture by the NL engineering team
  • C. The requirement that the ML team must wait for the IT team to initiate each new training process
  • D. A lack of adequate power and cooling for the GPU-enabled servers
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

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