Exam Name: Using HPE Cray AI Development Environment
Certification Provider: HP
Corresponding Certification: HPE Product Certified - AI and Machine Learning
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Updated: Oct 27, 2026
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- Total Questions: 42
- Updated on: Oct 27, 2026
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- Total Questions: 42
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- Total Questions: 42
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HP HPE2-N69 Exam Overview:
| Certification Vendor: | Hewlett Packard Enterprise (HPE) |
|---|---|
| Exam Name: | Using HPE AI and Machine Learning |
| Exam Number: | HPE2-N69 |
| Exam Format: | Multiple choice |
| Passing Score: | 65% |
| Related Certifications: | HPE Machine Learning Development Environment HPE AI and Machine Learning Certification Track |
| Real Exam Qty: | 40 |
| Available Languages: | Japanese, Korean, English |
| Exam Duration: | 90 minutes |
| Recommended Training: | HPE AI and Machine Learning Training (Official) |
| Exam Registration: | Pearson VUE HPE Exams HPE Certification Portal |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or Pearson VUE test center |
| Pre Condition: | No strict prerequisites (recommended basic ML and Linux/Python familiarity) |
| Official Syllabus URL: | https://certification-learning.hpe.com/tr/exams |
HP HPE2-N69 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Business Value of HPE ML Solutions | 13% | - Use cases and industry applications
|
| Topic 2: Architecture of HPE Machine Learning Development Environment | 15% | - System architecture
|
| Topic 3: Machine Learning and Deep Learning Fundamentals | 24% | - Core ML concepts
|
| Topic 4: Using HPE Machine Learning Development Environment | 33% | - Experiment lifecycle
|
| Topic 5: Customer Engagement and Solution Design | 15% | - Solution positioning
|
Your HP HPE2-N69 Questions Answered
The HP Using HPE Cray AI Development Environment is one of HP's influential certification exams — pass it and you earn the HPE Machine Learning Development Environment Certification certification (Foundational level). Among IT workers it's a popular way to prove professional knowledge in the field. It also connects with related credentials such as HPE Machine Learning Development Environment, HPE AI and Machine Learning Certification Track.
Yes — download the free HPE2-N69 demo and judge the question quality with your own eyes before paying. Every purchase then includes 365 days of free updates, and an expired update period can be extended at 50% off.
No strict prerequisites (recommended basic ML and Linux/Python familiarity) Because these requirements change over time, double-check the current criteria on the official exam page (official HPE2-N69 exam information) before you book.
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The official HP Using HPE Cray AI Development Environment blueprint contains 5 domains, including Customer Engagement and Solution Design (15%), Machine Learning and Deep Learning Fundamentals (24%), Architecture of HPE Machine Learning Development Environment (15%). The weightings tell you where the exam's points live — allocate your spare time to match. The complete outline above has every domain and subtopic.
HP Using HPE Cray AI Development Environment Sample Questions:
A trial is running on a GPU slot within a resource pool on HPE Machine Learning Development Environment. That GPU fails. What happens next?
- A. The concluded reschedules the trial on another available GPU in the pool, and the trial restarts from the state of the latest training workload.
- B. The conductor reschedules the trial on another available GPU in the pool, and the trial restarts from the latest checkpoint.
- C. The trial fails, and the ML engineer must manually restart it from the latest checkpoint using the WebUI.
- D. The trial tails, and the ML engineer must restart it manually by re-running the experiment.
Correct Answer: B 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
At what FQDN (or IP address) do users access the WebUI Tor an HPE Machine Learning Development cluster?
- A. A virtual one assigned to the cluster
- B. The conductor's
- C. Any of the agent's in an aux pool
- D. Any of the agent's in a compute pool
Correct Answer: B 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
What common challenge do ML teams lace in implementing hyperparameter optimization (HPO)?
- A. HPO is a joint ml and IT Ops effort, and engineers lack deep enough integration with the IT team.
- B. Implementing HPO manually can be time-consuming and demand a great deal of expertise.
- C. ML teams struggle to find large enough data sets to make HPO feasible and worthwhile.
- D. They cannot implement HPO on TensorFlow models, so they must move their models to a new framework.
Correct Answer: B 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
The 10 agents in "my-compute-poor nave 8 GPUs each, you want to change an experiment config to run on multiple GPUs at once. What Is a valid setting for "resources_per_trial?
- A. 24
- B. 12
- C. 10
- D. 20
Correct Answer: C 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
A company has an HPE Machine Learning Development Environment cluster. The ML engineers store training and validation data sets in Google Cloud Storage (GCS). What is an advantage of streaming the data during a trial, as opposed to downloading the data?
- A. The trial can better separate training and validation data.
- B. Streaming requires just one bucket, while downloading requires many.
- C. Setting up streaming is easier that setting up downloading.
- D. The trial can more quickly start up and begin training the model.
Correct Answer: D 🗳️
Explanation: Only visible for Actual4dump members. You can sign-up / login (it's free).
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