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

Updated: Sep 06, 2026
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Oracle 1Z0-1110-26 Exam Syllabus Topics:

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

                                  Oracle Cloud Infrastructure Data Science Professional Sample Questions:

                                  Question 1

                                  Why is data sampling useful for data scientists?

                                  A. It reduces the amount of data storage space that’s required for data science applications.
                                  B. It enables them to use a representative subset of data to build accurate analytical models more quickly.
                                  C. It lets them analyze datasets in small batches to reduce their use of system resources.


                                  Question 2

                                  What is the primary difference between a data scientist and a data engineer?

                                  A. A data engineer creates data flows to be used as templates by the data analyst.
                                  B. A data engineer analyzes data after a data scientist collects and prepares it.
                                  C. A data engineer collects and prepares data, and a data scientist then analyzes it.
                                  D. A data engineer builds data pipelines and helps prepare data, while a data scientist is responsible for data collection, preparation, and analysis.


                                  Question 3

                                  What is the name of the machine learning library used in Apache Spark?

                                  A. HadoopML
                                  B. MLib
                                  C. Structured Streaming
                                  D. GraphX


                                  Question 4

                                  Which of these protects customer data at rest and in transit in a way that allows customers to meet their security and compliance requirements for cryptographic algorithms and key management?

                                  A. Customer isolation
                                  B. Data encryption
                                  C. Security controls
                                  D. Identity Federation


                                  Question 5

                                  You are using Oracle Cloud Infrastructure (OCI) Anomaly Detection to train a model to detect anomalies in pump sensor dat a. What are you trying to determine? How does the required False Alarm Probability setting affect an anomaly detection model?

                                  A. It changes the sensitivity of the model to detecting anomalies
                                  B. It is used to disable the reporting of false alarms
                                  C. It adds a score to each signal indicating the probability that it’s a false alarm
                                  D. It determines how many false alarms occur before an error message is generated


                                  Solutions:

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

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