Exam Name: HPE AI and Machine Learning
Certification Provider: HP
Corresponding Certification: High Performance Computing
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HP HPE2-T38 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Using HPE Machine Learning Professional Development Kit (PDK) | 18% | - Data versioning and lineage management - Automation and integration workflows - Model deployment and monitoring - Model training and optimization - PDK fundamentals and architecture |
| HPE vs Open Source Machine Learning Solutions | 7% | - Scalability and performance differences - Feature comparison - Enterprise readiness and support |
| Machine Learning Ecosystem Fundamentals | 13% | - Challenges in training deep learning models - Basics of machine learning technology - Components of a machine learning ecosystem |
| Business Value of HPE Machine Learning Solutions | 24% | - Differentiators compared to alternative solutions - Accelerated innovation and time-to-value - Cost optimization and efficiency benefits |
| Requirements and Prerequisites for HPE Machine Learning Solutions | 13% | - Infrastructure and environment prerequisites - Hardware and software requirements |
| HPE Machine Learning Offerings | 15% | - Capabilities of HPE AI at-scale portfolio software - Different deployment models for HPE solutions - Aligning HPE solutions with customer requirements |
HPE AI and Machine Learning Sample Questions:
HPE Machine Learning Development Environment''s main focus is on:
Response:
- A. Collaborative development of ML models
- B. Video editing and production
- C. Enhancing user interface design
- D. Mobile app development
Correct Answer: A 🗳️
When using the HPE ML PDK, how is model training typically conducted?
Response:
- A. Using predefined models without customization
- B. Leveraging the kit's tools for efficient model training
- C. Outsourcing model training to third-party services
- D. Manually programming each model
Correct Answer: B 🗳️
What type of processing power is generally recommended for effective machine learning computation?
Response:
- A. High-performance multi-core processors
- B. Basic quad-core processors
- C. Standard dual-core processors
- D. Single-core processors
Correct Answer: A 🗳️
HPE''s Machine Learning Data Management Software is specialized in:
Response:
- A. Biometric security systems
- B. Handling large-scale data workloads
- C. Mobile networking solutions
- D. Augmented reality development
Correct Answer: B 🗳️
What is a ''neural network'' in ML?
Response:
- A. A hardware component for data processing
- B. An algorithm inspired by the human brain
- C. A database system
- D. A type of programming language
Correct Answer: B 🗳️
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