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Oracle 1Z1-1170 Exam Syllabus Topics:

Section	Objectives
Topic 1: Data Preparation and Governance	- Data labeling and quality management 1. Dataset quality control 2. Annotation methods and standards - Data collection and preprocessing 1. Data ingestion and cleaning 2. Feature preparation and transformation
Topic 2: Model Development and Training	- Model architecture and training basics 1. Model construction concepts 2. Training objectives and loss functions - Pre-training and fine-tuning 1. Pre-training workflow 2. Fine-tuning methods
Topic 3: 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 4: Model Migration, Operator Development, and Optimization	- Model migration to Huawei AI platforms 1. Ascend compatibility and conversion 2. Framework migration and adaptation - Operator development and performance tuning 1. Operator implementation basics 2. Performance profiling and optimization
Topic 5: AI Foundations and Huawei AI Ecosystem	- Artificial intelligence concepts and development workflow 1. AI application lifecycle 2. AI development principles - Huawei AI strategy and platforms 1. Huawei full-stack AI strategy 2. MindSpore, ModelArts, and Atlas ecosystem

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Oracle Linux Virtualization Manager Associate Sample Questions (Q12-Q17):

NEW QUESTION # 12
What is the main purpose of a cluster in OLVM?

A. To act as a single guest operating system image.
B. To replace the Engine database.
C. To group hosts with shared compatibility, scheduling, migration, and policy settings.
D. To store only email notification templates.

Answer: C

Explanation:
Clusters provide a boundary for CPU compatibility, host grouping, scheduling, and migration behavior.

NEW QUESTION # 13
Why is sealing a virtual machine important before creating a template?

A. It removes unique system identity data so cloned VMs are not duplicated incorrectly
B. It disables all future cloning
C. It permanently deletes the VM disk
D. It converts NFS into Fibre Channel

Answer: A

Explanation:
A sealed VM becomes a clean source image for repeatable template-based deployments.

NEW QUESTION # 14
A quota is configured with hard limits for storage and memory. What happens when a user attempts to exceed the hard limit?

A. The engine is automatically renamed
B. The storage domain is converted to read-only for all users
C. The VM automatically becomes highly available
D. The request is normally blocked or rejected

Answer: D

Explanation:
Hard quotas enforce strict boundaries, while soft thresholds may generate warnings or tracking behavior depending on configuration.

NEW QUESTION # 15
Which option best describes the purpose of Cluster_Maintenance scheduling behavior?

A. To always distribute VMs evenly
B. To permanently maximize VM density for power reduction
C. To configure user directory authentication
D. To support cluster operations during maintenance-oriented conditions

Answer: D

Explanation:
Cluster_Maintenance is a scheduling policy used for maintenance-oriented cluster behavior rather than routine balancing or consolidation goals.

NEW QUESTION # 16
What does an OLVM engine-backup archive typically include?

A. Engine configuration and PostgreSQL database dump
B. Only VM guest operating system files
C. Only ISO images from an ISO domain
D. Only host kernel packages

Answer: A

Explanation:
engine-backup focuses on the OLVM management layer, including configuration and database information required to restore the engine.

NEW QUESTION # 17
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