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Oracle 1Z1-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: 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 2: 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 3: Data Preparation and Governance- Data labeling and quality management
                  • 1. Dataset quality control
                    • 2. Annotation methods and standards
                      - Data collection and preprocessing
                      • 1. Feature preparation and transformation
                        • 2. Data ingestion and cleaning
                          Topic 4: Model Migration, Operator Development, and Optimization- Operator development and performance tuning
                          • 1. Performance profiling and optimization
                            • 2. Operator implementation basics
                              - Model migration to Huawei AI platforms
                              • 1. Ascend compatibility and conversion
                                • 2. Framework migration and adaptation
                                  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 statement best describes the relationship between OLVM and KVM?

                                          A) OLVM centrally manages environments where KVM provides the underlying virtualization capability on hosts.
                                          B) KVM stores only user passwords for the Engine.
                                          C) OLVM replaces the need for any Linux kernel modules.
                                          D) KVM is a reporting dashboard inside the VM Portal only.


                                          2. Which storage domain type is considered legacy for migration or backup-style workflows?

                                          A) VLAN Domain
                                          B) Data Domain
                                          C) ISO Domain
                                          D) Export Domain


                                          3. Which statement best describes a standalone Engine deployment?

                                          A) The OLVM Engine runs on a separate server rather than as a VM inside the managed cluster.
                                          B) The Engine runs inside each virtual machine individually.
                                          C) The Engine runs only as a guest VM on managed hosts.
                                          D) The Engine is replaced by the VM Portal.


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

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


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

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


                                          Solutions:

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

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