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Oracle 1Z1-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Inference, Deployment, and Application- Inference and service deployment
  • 1. Model inference workflow
    • 2. Cloud, edge, and device deployment
      - Application integration and validation
      • 1. Testing, verification, and release
        • 2. Application scenario integration
          Topic 2: Model Migration, Operator Development, and Optimization- Operator development and performance tuning
          • 1. Operator implementation basics
            • 2. Performance profiling and optimization
              - Model migration to Huawei AI platforms
              • 1. Framework migration and adaptation
                • 2. Ascend compatibility and conversion
                  Topic 3: Data Preparation and Governance- Data labeling and quality management
                  • 1. Dataset quality control
                    • 2. Annotation methods and standards
                      - Data collection and preprocessing
                      • 1. Feature preparation and transformation
                        • 2. Data ingestion and cleaning
                          Topic 4: AI Foundations and Huawei AI Ecosystem- Artificial intelligence concepts and development workflow
                          • 1. AI development principles
                            • 2. AI application lifecycle
                              - Huawei AI strategy and platforms
                              • 1. Huawei full-stack AI strategy
                                • 2. MindSpore, ModelArts, and Atlas ecosystem
                                  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. Training objectives and loss functions
                                        • 2. Model construction concepts

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                                          Oracle Linux Virtualization Manager Associate Sample Questions (Q143-Q148):

                                          NEW QUESTION # 143
                                          What is a risk of aggressive memory overcommit without proper monitoring?

                                          Answer: B

                                          Explanation:
                                          Memory overcommitment must be balanced with monitoring because excessive pressure can degrade VM and host performance.


                                          NEW QUESTION # 144
                                          Which factor is most important before enforcing quotas for a business unit?

                                          Answer: D

                                          Explanation:
                                          Quotas should reflect business requirements and capacity planning so limits are strict enough to control usage but sufficient for operations.


                                          NEW QUESTION # 145
                                          What is a key restriction of Local Storage in OLVM architectures?

                                          Answer: B


                                          NEW QUESTION # 146
                                          What is commonly installed or configured on an Oracle Linux KVM host before adding it to OLVM?

                                          Answer: D

                                          Explanation:
                                          KVM hosts must be prepared with virtualization support and services so OLVM can manage them.


                                          NEW QUESTION # 147
                                          Which component stores OLVM management configuration and inventory data?

                                          Answer: B

                                          Explanation:
                                          The OLVM engine uses a database to store configuration, inventory, and operational metadata.


                                          NEW QUESTION # 148
                                          ......

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