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Instant Download Oracle : 1Z0-1110-26 Questions & Answers as PDF & Test Engine
- Exam Code: 1Z0-1110-26
- Exam Name: Oracle Cloud Infrastructure Data Science Professional
- Updated: Sep 29, 2026
- No. of Questions: 160 Questions and Answers
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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Design and Set Up Data Science Workspace | 15% | - Manage access control, security, and IAM integration - Create and manage projects and notebook sessions - Configure compute shapes, storage, and networking |
| Implement End-to-End Machine Learning Lifecycle | 45% | - Use AutoML and built-in algorithms - Data preparation, exploration, and transformation - Model saving, cataloging, and versioning - Deploy models and manage endpoints - Model development, training, and evaluation |
| OCI Data Science - Introduction & Configuration | 10% | - Capabilities of the Accelerated Data Science (ADS) SDK - Tenancy and environment configuration for Data Science - Overview and core concepts of OCI Data Science |
| Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
| Apply MLOps Practices | 20% | - Governance, auditing, and compliance - ML pipelines, automation, and reproducibility - Model monitoring, drift detection, and performance tracking |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
A bike sharing platform has collected user commute data for the past 3 years. For increasing profitability and making useful inferences, a machine learning model needs to be built from the accumulated data. Which of the following options has the correct order of the required machine learning tasks for building a model?
- A. Data Access, Feature Exploration, Data Exploration, Feature Engineering, Modeling
- B. Data Access, Data Exploration, Feature Exploration, Feature Engineering, Modeling
- C. Data Access, Data Exploration, Feature Engineering, Feature Exploration, Modeling
- D. Data Access, Feature Exploration, Feature Engineering, Data Exploration, Modeling
Correct Answer: C 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
You are a data scientist using Oracle AutoML to produce a model and you are evaluating the score metric for the model. Which of the following TWO prevailing metrics would you use for evaluating a multiclass classification model?
- A. Explained variance score
- B. R-Squared
- C. Mean squared error
- D. Recall
- E. F1 Score
Correct Answer: D,E 🗳️
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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. correlation_ratio_plot()
- B. cramersv_plot()
- C. pearson_plot()
- D. corr()
Correct Answer: A 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
Which statement is true about standards?
- A. They are the result of a regulation or contractual requirement or an industry requirement
- B. They are methods and instructions on how to maintain or accomplish the directives of the policy
- C. They are the foundation of corporate governance
- D. They may be audited
Correct Answer: D 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
Which function's objective is to represent the difference between the predictive value and the target value?
- A. Fit function
- B. Update function
- C. Cost function
- D. Optimizer function
Correct Answer: C 🗳️
Explanation: Only visible for Exams4sures members. You can sign-up / login (it's free).
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