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HP HPE2-T38 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Topic 1: MLOps and Operationalization | - Model lifecycle management - Monitoring and governance of ML systems - Automation and CI/CD for ML |
| Topic 2: Artificial Intelligence Fundamentals | - Types of machine learning (supervised, unsupervised, reinforcement learning) - AI use cases in enterprise environments - Core AI concepts and terminology |
| Topic 3: HPE AI and Machine Learning Solutions | - Hybrid cloud AI infrastructure concepts - HPE GreenLake for AI workloads - HPE Ezmeral for ML operations |
| Topic 4: Machine Learning Lifecycle | - Model training, validation, and evaluation - Model deployment and monitoring - Data collection and preparation |
| Topic 5: Data Engineering for AI | - Data preprocessing and feature engineering - Data pipelines and storage considerations |
HPE AI and Machine Learning Sample Questions:
1. In terms of computational requirements, machine learning solutions generally need:
Response:
A) Computational power only for model deployment
B) Significant computational resources for processing and analysis
C) The same level of computation as basic web browsing
D) Minimal computational power
2. HPE Ezmeral Unified Analytics Software is known for providing:
Response:
A) Physical security systems
B) Online education courses
C) Enterprise-grade versions of open-source frameworks
D) 3D modeling tools
3. How can you access documentation for the HPE ML PDK?
Response:
A) All of the above
B) Through the HPE website
C) In the product packaging
D) By contacting HPE customer support
4. What does the HPE Ezmeral Unified Analytics Software primarily offer?
Response:
A) Hardware optimization for ML models
B) Basic data processing tools
C) Data encryption services
D) Managed, secure enterprise-grade open-source frameworks
5. Which of these is a type of supervised learning?
Response:
A) Association
B) Regression
C) Clustering
D) Dimensionality Reduction
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: D | Question # 5 Answer: B |
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