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Oracle 1Z0-1110-26 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: MLOps and OCI Integration20%- OCI ecosystem
  • 1. Object Storage
    • 2. IAM and security
      - Automation and pipelines
      • 1. Model lifecycle management
        • 2. CI/CD integration
          Topic 2: Model Development and Deployment30%- Model training
          • 1. Hyperparameter optimization
            • 2. Experiments
              - Model deployment
              • 1. Prediction endpoints
                • 2. Deployment creation
                  Topic 3: OCI Data Science Service30%- Projects and notebooks
                  • 1. Conda environments
                    • 2. Notebook sessions
                      - Model catalog
                      • 1. Model metadata
                        • 2. Model versioning
                          Topic 4: Machine Learning Fundamentals20%- Unsupervised learning
                          • 1. Clustering
                            • 2. Dimensionality reduction
                              - Supervised learning
                              • 1. Regression
                                • 2. Classification

                                  Oracle Cloud Infrastructure Data Science Professional Sample Questions:

                                  You have a dataset with fewer than 1000 observations, and you are using Oracle AutoML to build a classifier. While visualizing the results of each stage of the Oracle AutoML pipeline, you notice that no visualization has been generated for one of the stages. Which stage is not visualized?

                                  • A. Hyperparameter tuning
                                  • B. Adaptive sampling
                                  • C. Feature selection
                                  • D. Algorithm selection
                                  Answer: B

                                  Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

                                  Which statement about resource principals is true?

                                  • A. A resource principal is a feature of IAM that enables resources to be authorized principal actors.
                                  • B. A resource principal is not a secure way to authenticate to resources, compared to the OCI configuration and API key approach.
                                  • C. When you authenticate using a resource principal, you need to create and manage credentials to access OCI resources.
                                  • D. The Data Science service does not provide authentication via a notebook session’s or job run’s resource principal to access other OCI resources.
                                  Answer: A

                                  Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

                                  Where are OCI secrets stored?

                                  • A. OCI Vault
                                  • B. OCI Object Storage
                                  • C. Oracle Databases
                                  • D. Autonomous Data Warehouse
                                  Answer: A

                                  Explanation: Only visible for ActualTestsIT members. You can sign-up / login (it's free).

                                  What is the correct definition of Git?

                                  • A. Git is a centralized version control system that allows data scientists and developers to track copious amounts of data.
                                  • B. Git is a distributed version control system that protects teams from simultaneous repo contributions and merge requests.
                                  • C. Git is a distributed version control system that allows you to track changes made to a set of files.
                                  • D. Git is a centralized version control system that allows you to revert to previous versions of files as needed.
                                  Answer: C

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                                  You have an image classification model in the model catalog which is deployed as an HTTP endpoint using model deployments. Your tenancy administrator is seeing increased demands and has asked you to increase the load balancing bandwidth from the default of 10Mbps. You are provided with the following information:
                                  Payload size in KB = 1024
                                  Estimated requests per second = 120 requests/second (Monday through Friday, in every month, in every year) Buffer percentage = 20%What is the optimal load balancing bandwidth to redeploy your model?

                                  • A. 452 Mbps
                                  • B. 7052 Mbps
                                  • C. 52 Mbps
                                  • D. 1152 Mbps
                                  Answer: D

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