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Oracle 1Z0-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Inference, Deployment, and Application- Application integration and validation
  • 1. Testing, verification, and release
    • 2. Application scenario integration
      - Inference and service deployment
      • 1. Model inference workflow
        • 2. Cloud, edge, and device deployment
          Topic 2: Model Development and Training- Pre-training and fine-tuning
          • 1. Fine-tuning methods
            • 2. Pre-training workflow
              - Model architecture and training basics
              • 1. Training objectives and loss functions
                • 2. Model construction concepts
                  Topic 3: Data Preparation and Governance- Data labeling and quality management
                  • 1. Annotation methods and standards
                    • 2. Dataset quality control
                      - Data collection and preprocessing
                      • 1. Data ingestion and cleaning
                        • 2. Feature preparation and transformation
                          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. Performance profiling and optimization
                                • 2. Operator implementation basics
                                  Topic 5: 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 development principles
                                        • 2. AI application lifecycle

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                                          Oracle Linux Virtualization Manager Associate Sample Questions (Q52-Q57):

                                          NEW QUESTION # 52
                                          Which statement about VM live migration is most accurate?

                                          Answer: B

                                          Explanation:
                                          Live migration allows workload movement with minimal downtime when hosts, storage, and network conditions support it.


                                          NEW QUESTION # 53
                                          Which is a key benefit of using a self-hosted Engine instead of a standalone Engine?

                                          Answer: A

                                          Explanation:
                                          Self-hosted Engine deployments help protect Manager availability while using the virtualization infrastructure itself.


                                          NEW QUESTION # 54
                                          When adding an iSCSI Data Domain, what information is typically needed?

                                          Answer: A

                                          Explanation:
                                          iSCSI Data Domain configuration involves discovering targets and selecting the appropriate LUNs.


                                          NEW QUESTION # 55
                                          What does memory ballooning allow in a virtualized environment?

                                          Answer: D

                                          Explanation:
                                          Memory ballooning helps improve memory utilization by adjusting guest memory usage when supported by the guest operating system and drivers.


                                          NEW QUESTION # 56
                                          What is the main role of a KVM host in OLVM?

                                          Answer: C

                                          Explanation:
                                          KVM hosts are the compute layer where guest virtual machines actually run.


                                          NEW QUESTION # 57
                                          ......

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