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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: Oct 06, 2026

Q&A Number: 160 Q&As

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Oracle 1Z0-1110-26 Exam Syllabus Topics:

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

                                  Oracle Cloud Infrastructure Data Science Professional Sample Questions:

                                  Question #1
                                  As a data scientist, you use the Oracle Cloud Infrastructure (OCI) Language service to train custommodels. Which types of custom models can be trained?

                                  A. Text classification, Named Entity Recognition (NER)
                                  B. Object detection, Text classification
                                  C. Image classification, Named Entity Recognition (NER)
                                  D. Sentiment Analysis, Named Entity Recognition (NER)


                                  Question #2
                                  You want to make your model more parsimonious to reduce the cost of collecting and processing dat a. You plan to do this by removing features that are highly correlated. You would like to create a heatmap that displays the correlation so that you can identify candidate features to remove. Which Accelerated Data Science (ADS) SDK method would be appropriate to display the correlation between Continuous and Categorical features?

                                  A. corr()
                                  B. pearson_plot()
                                  C. correlation_ratio_plot()
                                  D. cramersv_plot()


                                  Question #3
                                  How are datasets exported in the OCI Data Labeling service?

                                  A. As an XML file
                                  B. As a line-delimited JSON file
                                  C. As a binary file
                                  D. As a CSV file


                                  Question #4
                                  Which is NOT a compliance document?

                                  A. Bridge letter
                                  B. Attestation
                                  C. Penetration test report
                                  D. Certificate


                                  Question #5
                                  You are preparing a configuration object necessary to create a Data Flow application. Which THREE parameter values should you provide?

                                  A. The display name of the application
                                  B. The local path to your PySpark script
                                  C. The path to the archive.zip file
                                  D. The compartment of the Data Flow application
                                  E. The bucket used to read/write the PySpark script in Object Storage


                                  Solutions:

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

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