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Oracle 1Z1-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Development and Training- Pre-training and fine-tuning
  • 1. Fine-tuning methods
    • 2. Pre-training workflow
      - Model architecture and training basics
      • 1. Model construction concepts
        • 2. Training objectives and loss functions
          Topic 2: 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 application lifecycle
                • 2. AI development principles
                  Topic 3: Model Inference, Deployment, and Application- Application integration and validation
                  • 1. Testing, verification, and release
                    • 2. Application scenario integration
                      - Inference and service deployment
                      • 1. Cloud, edge, and device deployment
                        • 2. Model inference workflow
                          Topic 4: Data Preparation and Governance- Data collection and preprocessing
                          • 1. Data ingestion and cleaning
                            • 2. Feature preparation and transformation
                              - Data labeling and quality management
                              • 1. Annotation methods and standards
                                • 2. Dataset quality control
                                  Topic 5: Model Migration, Operator Development, and Optimization- Model migration to Huawei AI platforms
                                  • 1. Framework migration and adaptation
                                    • 2. Ascend compatibility and conversion
                                      - Operator development and performance tuning
                                      • 1. Operator implementation basics
                                        • 2. Performance profiling and optimization

                                          Oracle Linux Virtualization Manager Associate Sample Questions:

                                          1. What does SR-IOV provide for virtual machines?

                                          A) Engine database backup
                                          B) Automatic VM template sealing
                                          C) Direct access to virtual functions for lower-latency network I/O
                                          D) ISO domain replication


                                          2. Which driver family is important for optimized Windows guest disk and network performance?

                                          A) SR-IOV firmware only
                                          B) Printer-only drivers
                                          C) VirtIO drivers
                                          D) BIOS password drivers


                                          3. Which feature directly helps a VM restart on another host after failure when configured as highly available?

                                          A) Quota
                                          B) High Availability
                                          C) Console proxy
                                          D) KSM


                                          4. What is the main function of migration network segregation?

                                          A) Prevent live migration traffic from congesting management or VM data networks
                                          B) Install VirtIO drivers automatically
                                          C) Store VM templates permanently
                                          D) Create engine certificates only


                                          5. What happens when an OLVM host is placed into maintenance mode?

                                          A) It permanently deletes the host from the Engine database.
                                          B) It is prepared for administrative work by preventing normal VM workload placement and often requiring VMs to be migrated or stopped.
                                          C) It converts the host into a storage domain.
                                          D) It disables the entire data center permanently.


                                          Solutions:

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

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