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Oracle 1Z0-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Inference, Deployment, and Application- Application integration and validation
  • 1. Application scenario integration
    • 2. Testing, verification, and release
      - Inference and service deployment
      • 1. Cloud, edge, and device deployment
        • 2. Model inference workflow
          Topic 2: 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 3: 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 4: 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 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 (Q115-Q120):

                                          NEW QUESTION # 115
                                          What is the purpose of VM anti-affinity rules?

                                          Answer: B

                                          Explanation:
                                          Anti-affinity is commonly used to keep redundant services separated so one host failure does not affect all instances.


                                          NEW QUESTION # 116
                                          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 # 117
                                          Which statement about ISO Domains is accurate?

                                          Answer: C

                                          Explanation:
                                          ISO Domains are specialized storage domains for ISO and boot media.


                                          NEW QUESTION # 118
                                          Which component is commonly responsible for Engine-to-host management communication in OLVM environments?

                                          Answer: A

                                          Explanation:
                                          VDSM is the host-side management service used by oVirt/OLVM to control virtualization operations on KVM hosts.


                                          NEW QUESTION # 119
                                          Why is the Unbreakable Enterprise Kernel relevant to OLVM hosts?

                                          Answer: A

                                          Explanation:
                                          OLVM hosts depend on Oracle Linux kernel and virtualization capabilities, commonly using UEK.


                                          NEW QUESTION # 120
                                          ......

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