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HP HPE2-T38 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Data Engineering for AI | - Data pipelines and storage considerations - Data preprocessing and feature engineering |
| Artificial Intelligence Fundamentals | - AI use cases in enterprise environments - Core AI concepts and terminology - Types of machine learning (supervised, unsupervised, reinforcement learning) |
| Machine Learning Lifecycle | - Model training, validation, and evaluation - Data collection and preparation - Model deployment and monitoring |
| MLOps and Operationalization | - Model lifecycle management - Monitoring and governance of ML systems - Automation and CI/CD for ML |
| HPE AI and Machine Learning Solutions | - HPE Ezmeral for ML operations - HPE GreenLake for AI workloads - Hybrid cloud AI infrastructure concepts |
HPE AI and Machine Learning Sample Questions:
In terms of initial setup and deployment, how do HPE Machine Learning solutions compare with open-source?
Response:
- A. Open-source versions are quicker to deploy
- B. HPE solutions are more complex to set up
- C. HPE solutions typically offer smoother setup and deployment
- D. Both have similar setup and deployment processes
Correct Answer: C 🗳️
How do HPE ML solutions contribute to a business''s scalability?
Response:
- A. By focusing solely on short-term goals
- B. By offering scalable solutions that grow with the business
- C. By limiting the business to current operations
- D. By increasing operational costs disproportionately
Correct Answer: B 🗳️
''Cross-validation'' in ML is used for:
Response:
- A. Data recovery
- B. Algorithm selection
- C. Model tuning
- D. Data encryption
Correct Answer: C 🗳️
The HPE Machine Learning Development System helps reduce:
Response:
- A. Marketing costs
- B. IT complexity
- C. Legal risks
- D. Production timelines
Correct Answer: B 🗳️
The HPE Machine Learning Development Environment helps:
Response:
- A. Provide customer service solutions
- B. Develop and train more accurate ML models faster
- C. Reduce data storage costs
- D. Manage financial transactions
Correct Answer: B 🗳️
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