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Oracle 1Z1-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: 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 2: 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 3: 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 4: 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 5: AI Foundations and Huawei AI Ecosystem- Huawei AI strategy and platforms
                                  • 1. MindSpore, ModelArts, and Atlas ecosystem
                                    • 2. Huawei full-stack AI strategy
                                      - 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 information can a guest agent help OLVM detect?

                                          Answer: B

                                          Explanation:
                                          Guest agents provide operational visibility into running VMs, including IP and shutdown support.


                                          NEW QUESTION # 116
                                          Which CPU feature is generally important for KVM virtualization?

                                          Answer: A

                                          Explanation:
                                          KVM relies on hardware virtualization support from the processor for efficient guest execution.


                                          NEW QUESTION # 117
                                          Which statement best describes an OLVM Engine backup compared with VM data backup?

                                          Answer: D

                                          Explanation:
                                          engine-backup protects the management plane, while VM backup or storage replication protects workload data.


                                          NEW QUESTION # 118
                                          What is the main purpose of VM affinity rules?

                                          Answer: C

                                          Explanation:
                                          Affinity controls VM placement preferences or requirements, while anti-affinity separates selected workloads.


                                          NEW QUESTION # 119
                                          What is the best reason to separate VM data traffic from management traffic?

                                          Answer: B

                                          Explanation:
                                          Separating VM data and management traffic improves reliability, performance, and security.


                                          NEW QUESTION # 120
                                          ......

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