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Oracle 1Z1-1170 Exam Syllabus Topics:

SectionObjectives
Topic 1: Model Development and Training- Pre-training and fine-tuning
  • 1. Pre-training workflow
    • 2. Fine-tuning methods
      - Model architecture and training basics
      • 1. Training objectives and loss functions
        • 2. Model construction concepts
          Topic 2: 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 3: 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 4: 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. Performance profiling and optimization
                                • 2. Operator implementation basics
                                  Topic 5: Model Inference, Deployment, and Application- Inference and service deployment
                                  • 1. Cloud, edge, and device deployment
                                    • 2. Model inference workflow
                                      - Application integration and validation
                                      • 1. Application scenario integration
                                        • 2. Testing, verification, and release

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                                          Oracle Linux Virtualization Manager Associate Sample Questions (Q158-Q163):

                                          NEW QUESTION # 158
                                          Which authentication or directory integration is commonly used to manage OLVM users centrally?

                                          Answer: D

                                          Explanation:
                                          Centralized authentication allows administrators to assign users and roles from enterprise identity sources.


                                          NEW QUESTION # 159
                                          Which action is usually required before installing the OLVM Engine software on Oracle Linux?

                                          Answer: C

                                          Explanation:
                                          OLVM installation depends on enabling the proper Oracle Linux repositories before installing Engine packages.


                                          NEW QUESTION # 160
                                          Which storage backend commonly uses SAN zoning and LUN presentation?

                                          Answer: B

                                          Explanation:
                                          Fibre Channel is a block storage backend commonly associated with SAN zoning and LUN presentation.


                                          NEW QUESTION # 161
                                          What is the practical difference between soft and hard quota limits?

                                          Answer: D

                                          Explanation:
                                          Soft limits help monitor approaching consumption thresholds, while hard limits enforce maximum allowed allocation.


                                          NEW QUESTION # 162
                                          Why is it important to distinguish operational database data from historical database data?

                                          Answer: D

                                          Explanation:
                                          Understanding database roles helps administrators troubleshoot, back up, and report on OLVM properly.


                                          NEW QUESTION # 163
                                          ......

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