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Oracle 1Z1-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: 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 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. Ascend compatibility and conversion
                        • 2. Framework migration and adaptation
                          Topic 4: Model Development and Training- Pre-training and fine-tuning
                          • 1. Pre-training workflow
                            • 2. Fine-tuning methods
                              - Model architecture and training basics
                              • 1. Model construction concepts
                                • 2. Training objectives and loss functions
                                  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. MindSpore, ModelArts, and Atlas ecosystem
                                        • 2. Huawei full-stack AI strategy

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                                          Oracle Linux Virtualization Manager Associate Sample Questions (Q80-Q85):

                                          NEW QUESTION # 80
                                          What is the most appropriate use of the Administration Portal during initial deployment?

                                          Answer: A

                                          Explanation:
                                          The Administration Portal provides the main graphical interface for OLVM infrastructure setup and management.


                                          NEW QUESTION # 81
                                          What does binding a logical network to a host interface accomplish?

                                          Answer: C

                                          Explanation:
                                          A logical network must be attached to a physical interface or bond to carry traffic on the host.


                                          NEW QUESTION # 82
                                          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 # 83
                                          Which troubleshooting step is most appropriate when a highly available VM does not restart after host failure?

                                          Answer: B


                                          NEW QUESTION # 84
                                          Which devices or interfaces are commonly associated with host power management and fencing?

                                          Answer: C

                                          Explanation:
                                          Power management for fencing commonly uses out-of-band controllers such as IPMI or iLO, or storage-based fencing methods.


                                          NEW QUESTION # 85
                                          ......

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