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Oracle Cloud 1Z0-1110-26

1Z0-1110-26

Exam Code: 1Z0-1110-26

Exam Name: Oracle Cloud Infrastructure Data Science Professional

Updated: Sep 06, 2026

Q&A Number: 160 Q&As

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Oracle 1Z0-1110-26 Exam Syllabus Topics:

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

                                  Oracle Cloud Infrastructure Data Science Professional Sample Questions:

                                  Question 1

                                  Which feature of Oracle Cloud Infrastructure Data Science provides an interactive coding environment for building and training machine learning models?

                                  A. Jobs
                                  B. Notebook Sessions
                                  C. Model Catalog
                                  D. Projects


                                  Question 2

                                  What is feature engineering in machine learning used for?

                                  A. To perform parameter tuning
                                  B. To help understand the dataset features
                                  C. To interpret ML models
                                  D. To transform existing features into new ones


                                  Question 3

                                  You are a data scientist leveraging Oracle Cloud Infrastructure (OCI) to create a model and need some additional Python libraries for processing genome sequencing dat a. Which of the following THREE statements are correct with respect to installing additional Python libraries to process the data?

                                  A. You can install any open-source package available in a publicly accessible Python Package Index (PyPI) repository
                                  B. OCI Data Science allows root privileges in notebook sessions
                                  C. You can only install libraries using yum and pip as a normal user
                                  D. You cannot install a library that’s not preinstalled in the provided image
                                  E. You can install private or custom libraries from your own internal repositories


                                  Question 4

                                  You have an embarrassingly parallel or distributed batch job on a large amount of data that you consider running using Data Science Jobs. What would be the best approach to run the workload?

                                  A. Create a new job for every job run that you have to run in parallel, because the Data Science Jobs service can have only one job run per job
                                  B. Create the job in Data Science Jobs and then start the number of simultaneous job runs required for your workload
                                  C. Create the job in Data Science Jobs and start a job run. When it is done, start a new job run until you achieve the number of runs required
                                  D. Reconfigure the job run because Data Science Jobs does not support embarrassingly parallel workloads


                                  Question 5

                                  Which step is a part of the AutoML pipeline?

                                  A. Model saved to Model Catalog
                                  B. Feature Selection
                                  C. Feature Extraction
                                  D. Model Deployment


                                  Solutions:

                                  Question 1
                                  Answer: B
                                  Question 2
                                  Answer: D
                                  Question 3
                                  Answer: A,D,E
                                  Question 4
                                  Answer: B
                                  Question 5
                                  Answer: B

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