Exam Name: Oracle Cloud Infrastructure Data Science Professional
Certification Provider: Oracle
Corresponding Certification: Oracle Cloud
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Instant Download Oracle : 1Z0-1110-26 Questions & Answers as PDF & Test Engine
Updated: Oct 05, 2026
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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Integrate Related OCI Services | 10% | - Use OCI AI and data services with Data Science - Integration with OCI Object Storage, Vault, and Networking |
| Topic 2: Implement End-to-End Machine Learning Lifecycle | 45% | - Use AutoML and built-in algorithms - Data preparation, exploration, and transformation - Model saving, cataloging, and versioning - Model development, training, and evaluation - Deploy models and manage endpoints |
| Topic 3: Apply MLOps Practices | 20% | - Governance, auditing, and compliance - Model monitoring, drift detection, and performance tracking - ML pipelines, automation, and reproducibility |
| Topic 4: OCI Data Science - Introduction & Configuration | 10% | - Tenancy and environment configuration for Data Science - Capabilities of the Accelerated Data Science (ADS) SDK - Overview and core concepts of OCI Data Science |
| Topic 5: Design and Set Up Data Science Workspace | 15% | - Configure compute shapes, storage, and networking - Create and manage projects and notebook sessions - Manage access control, security, and IAM integration |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
You are working as a data scientist for a healthcare company. They decide to analyze the data to find patterns in a large volume of electronic medical records. You are asked to build a PySpark solution to analyze these records in a JupyterLab notebook. What is the order of recommended stepsto develop a PySpark application in Oracle Cloud Infrastructure (OCI) Data Science?
- A. Launch a notebook session, install a PySpark conda environment, configure core-site.xml, develop your PySpark application, create a Data Flow application with the Accelerated Data Science (ADS) SDK
- B. Launch a notebook session, configure core-site.xml, install a PySpark conda environment, develop your PySpark application, create a Data Flow application with the Accelerated Data Science (ADS) SDK
- C. Install a Spark conda environment, configure core-site.xml, launch a notebook session, create a Data Flow application with the Accelerated Data Science (ADS) SDK, develop your PySpark application
- D. Configure core-site.xml, install a PySpark conda environment, create a Data Flow application with the Accelerated Data Science (ADS) SDK, develop your PySpark application, launch a notebook session
Correct Answer: A 🗳️
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You are building a model and need input that represents data as morning, afternoon, or evening. However, the data contains a timestamp. What part of the Data Science lifecycle would you be in when creating the new variable?
- A. Feature engineering
- B. Data access
- C. Model validation
- D. Model type selection
Correct Answer: A 🗳️
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Using Oracle AutoML, you are tuning hyperparameters on a supported model class and have specified a time budget. AutoML terminates computation once the time budget is exhausted. What would you expect AutoML to return in case the time budget is exhausted before hyperparameter tuning is completed?
- A. The current best-known hyperparameter configuration
- B. The last generated hyperparameter configuration
- C. A random hyperparameter configuration
- D. A hyperparameter configuration with a minimum learning rate
Correct Answer: A 🗳️
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Which cache rules criterion matches if the concatenation of the requested URL path and query are identical to the contents of the value field?
- A. URL_IS
- B. URL_PART_ENDS_WITH
- C. URL_STARTS_WITH
- D. URL_PART_CONTAINS
Correct Answer: A 🗳️
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Which Oracle Data Safe feature minimizes the amount of personal data and allows internal test, development, and analytics teams to operate with reduced risk?
- A. Security assessment
- B. Data masking
- C. Data discovery
- D. Data encryption
- E. Data auditing
Correct Answer: B 🗳️
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