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Oracle 1Z0-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Development and Training- Model architecture and training basics
  • 1. Training objectives and loss functions
    • 2. Model construction concepts
      - Pre-training and fine-tuning
      • 1. Pre-training workflow
        • 2. Fine-tuning methods
          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: 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 4: Data Preparation and Governance- Data collection and preprocessing
                          • 1. Feature preparation and transformation
                            • 2. Data ingestion and cleaning
                              - Data labeling and quality management
                              • 1. Annotation methods and standards
                                • 2. Dataset quality control
                                  Topic 5: 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

                                          Oracle Linux Virtualization Manager Associate Sample Questions:

                                          1. Which guest component helps OLVM report VM IP addresses and perform clean shutdowns?

                                          A) qemu-guest-agent or ovirt-guest-agent
                                          B) Fibre Channel multipath daemon only
                                          C) hosted-engine --deploy
                                          D) dnf repository metadata only


                                          2. What is the purpose of roles and permissions in OLVM?

                                          A) To convert clusters into ISO domains.
                                          B) To allocate physical RAM to PostgreSQL only.
                                          C) To control which users can perform specific actions on infrastructure or VM objects.
                                          D) To select the host kernel at boot time.


                                          3. Which statement best distinguishes a Type-1 hypervisor from a Type-2 hypervisor?

                                          A) A Type-2 hypervisor always provides better enterprise clustering than Type-1.
                                          B) A Type-1 hypervisor requires no CPU virtualization support in any scenario.
                                          C) A Type-1 hypervisor can run only one VM, while Type-2 can run unlimited VMs.
                                          D) A Type-1 hypervisor runs directly on server hardware, while a Type-2 hypervisor runs on top of a host operating system.


                                          4. After installing ovirt-engine, which utility performs the interactive OLVM Manager configuration?

                                          A) hosted-engine --vm-start
                                          B) nmcli setup-engine
                                          C) virt-manager
                                          D) engine-setup


                                          5. Which placement rule would best protect two domain controllers from being restarted on the same hypervisor after a host failure?

                                          A) Affinity rule
                                          B) Password policy
                                          C) Quota rule only
                                          D) Anti-affinity rule


                                          Solutions:

                                          Question # 1
                                          Answer: A
                                          Question # 2
                                          Answer: C
                                          Question # 3
                                          Answer: D
                                          Question # 4
                                          Answer: D
                                          Question # 5
                                          Answer: D

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