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Oracle 1Z0-1110-26 Valid Braindumps - Oracle Cloud Infrastructure Data Science Professional

1Z0-1110-26
  • Exam Code: 1Z0-1110-26
  • Exam Name: Oracle Cloud Infrastructure Data Science Professional
  • Updated: Sep 03, 2026
  • Q & A: 160 Questions and Answers
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Oracle 1Z0-1110-26 Exam Syllabus Topics:

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


                                  Question 2

                                  Which is NOT a compliance document?

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


                                  Question 3

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


                                  Question 4

                                  Which stage in the machine learning life cycle helps in identifying the imbalance present in the data?

                                  A. Data Exploration
                                  B. Data Monitoring
                                  C. Data Modeling
                                  D. Data Access


                                  Question 5

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


                                  Solutions:

                                  Question 1
                                  Answer: B
                                  Question 2
                                  Answer: B
                                  Question 3
                                  Answer: A
                                  Question 4
                                  Answer: A
                                  Question 5
                                  Answer: C

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