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HP HPE2-T38 Exam Syllabus Topics:
| Section | Objectives |
| Artificial Intelligence Fundamentals | - Types of machine learning (supervised, unsupervised, reinforcement learning)
- AI use cases in enterprise environments
- Core AI concepts and terminology
|
| MLOps and Operationalization | - Monitoring and governance of ML systems
- Automation and CI/CD for ML
- Model lifecycle management
|
| Data Engineering for AI | - Data preprocessing and feature engineering
- Data pipelines and storage considerations
|
| HPE AI and Machine Learning Solutions | - HPE Ezmeral for ML operations
- HPE GreenLake for AI workloads
- Hybrid cloud AI infrastructure concepts
|
| Machine Learning Lifecycle | - Model training, validation, and evaluation
- Data collection and preparation
- Model deployment and monitoring
|
HPE AI and Machine Learning Sample Questions:
1. How does the cost of using HPE Machine Learning solutions generally compare to open-source versions?
Response:
A) There is no cost difference
B) HPE solutions are always free
C) Open-source versions are typically more expensive
D) HPE solutions may have higher upfront costs
2. What is the primary purpose of the HPE Machine Learning Development System?
Response:
A) Network security enhancement
B) Cloud storage solutions
C) Data analysis and reporting
D) Scale AI model training with minimal code rewrites
3. How does the HPE ML PDK assist in deploying machine learning models?
Response:
A) It has no role in model deployment
B) By providing tools and guidelines for efficient deployment
C) By recommending only cloud-based deployment
D) By deploying models automatically without user intervention
4. Which of these is a type of supervised learning?
Response:
A) Dimensionality Reduction
B) Association
C) Clustering
D) Regression
5. Which aspect is critical for the data used in machine learning models?
Response:
A) The data must be in a single format
B) Only qualitative data is used
C) The data should be older than five years
D) Volume, variety, and velocity
Solutions:
Question # 1 Answer: D | Question # 2 Answer: D | Question # 3 Answer: B | Question # 4 Answer: D | Question # 5 Answer: D |