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| Section | Objectives |
|---|
| Topic 1: Data Preparation and Governance | - Data collection and preprocessing
- 1. Data ingestion and cleaning
- 2. Feature preparation and transformation
- Data labeling and quality management
- 1. Annotation methods and standards
- 2. Dataset quality control
|
| Topic 2: Model Inference, Deployment, and Application | - Application integration and validation
- 1. Application scenario integration
- 2. Testing, verification, and release
- Inference and service deployment
- 1. Model inference workflow
- 2. Cloud, edge, and device deployment
|
| Topic 3: AI Foundations and Huawei AI Ecosystem | - Huawei AI strategy and platforms
- 1. Huawei full-stack AI strategy
- 2. MindSpore, ModelArts, and Atlas ecosystem
- Artificial intelligence concepts and development workflow
- 1. AI application lifecycle
- 2. AI development principles
|
| Topic 4: Model Migration, Operator Development, and Optimization | - Model migration to Huawei AI platforms
- 1. Framework migration and adaptation
- 2. Ascend compatibility and conversion
- Operator development and performance tuning
- 1. Performance profiling and optimization
- 2. Operator implementation basics
|
| Topic 5: Model Development and Training | - Pre-training and fine-tuning
- 1. Pre-training workflow
- 2. Fine-tuning methods
- Model architecture and training basics
- 1. Model construction concepts
- 2. Training objectives and loss functions
|
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Oracle Linux Virtualization Manager Associate Sample Questions (Q74-Q79):
NEW QUESTION # 74
Which is a key benefit of using a self-hosted Engine instead of a standalone Engine?
- A. It prevents the use of clusters.
- B. It disables host maintenance mode.
- C. It removes the need for storage domains.
- D. It can provide high availability for the Manager VM and reduce separate hardware requirements.
Answer: D
Explanation:
Self-hosted Engine deployments help protect Manager availability while using the virtualization infrastructure itself.
NEW QUESTION # 75
Which OLVM portal is primarily used by administrators to manage clusters, hosts, storage, and networks?
- A. Guest desktop wallpaper
- B. Administration Portal
- C. Export Domain Viewer only
- D. VM serial console only
Answer: B
Explanation:
The Administration Portal is the central interface for OLVM infrastructure management.
NEW QUESTION # 76
Which log file is most relevant when troubleshooting OLVM Engine management issues?
- A. /boot/grub2/grub.cfg
- B. /var/log/ovirt-engine/engine.log
- C. /var/log/vdsm/vdsm.log
- D. /etc/passwd
Answer: B
Explanation:
The OLVM Engine management service writes important diagnostic information to /var/log/ovirt-engine/engine.log.
NEW QUESTION # 77
Which database is typically used by the OLVM Engine for operational configuration data?
- A. Oracle NoSQL Database
- B. SQLite only
- C. MongoDB
- D. PostgreSQL
Answer: D
Explanation:
The OLVM Engine stores operational management information in a PostgreSQL database.
NEW QUESTION # 78
Which hot-plug operation should be validated against guest operating system support before execution?
- A. Adding memory to a running VM
- B. Reading engine.log
- C. Creating a user group
- D. Viewing a VM name
Answer: A
Explanation:
Memory hot-plugging must be supported by the VM configuration and guest operating system to be safely recognized and used.
NEW QUESTION # 79
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