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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
| 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 |
| Apply MLOps Practices | 20% | - Governance, auditing, and compliance - Model monitoring, drift detection, and performance tracking - ML pipelines, automation, and reproducibility |
| Implement End-to-End Machine Learning Lifecycle | 45% | - Model saving, cataloging, and versioning - Use AutoML and built-in algorithms - Model development, training, and evaluation - Data preparation, exploration, and transformation - Deploy models and manage endpoints |
| OCI Data Science - Introduction & Configuration | 10% | - Overview and core concepts of OCI Data Science - Tenancy and environment configuration for Data Science - Capabilities of the Accelerated Data Science (ADS) SDK |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
Question 1
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_PART_ENDS_WITH
B. URL_PART_CONTAINS
C. URL_STARTS_WITH
D. URL_IS
Question 2
You are running a pipeline in the OCI Data Science service and want to override some of the pipeline's default settings. Which of the following statements about overriding pipeline defaults is true?
A. Pipeline defaults cannot be overridden once the pipeline has been created.
B. Pipeline defaults can be overridden before starting the pipeline execution.
C. Pipeline defaults can be overridden only by the Administrator.
D. Pipeline defaults can be overridden only during pipeline creation.
Question 3
Which architecture is based on the principle of “never trust, always verify”?
A. Federated identity
B. Fluid perimeter
C. Defense in depth
D. Zero trust
Question 4
You want to build a multistep machine learning workflow by using the Oracle Cloud Infrastructure (OCI) Data Science Pipeline feature. How would you configure the conda environment to run a pipeline step?
A. Use environmental variables
B. Use command-line variables
C. Configure a compute shape
D. Configure a block volume
Question 5
You are working in your notebook session and find that your notebook session does not have enough compute CPU and memory for your workload. How would you scale up your notebook session without losing your work?
A. Ensure your files and environments are written to the block volume storage under the /home/datascience directory, deactivate the notebook session, and activate the notebook with a larger compute shape selected
B. Deactivate your notebook session, provision a new notebook session on a larger compute shape, and recreate all your file changes
C. Download your files and data to your local machine, delete your notebook session, provision a new notebook session on a larger compute shape, and upload your files from your local machine to the new notebook session
D. Create a temporary bucket in Object Storage, write all your files and data to Object Storage, delete the notebook session, provision a new notebook session on a larger compute shape, and copy your files and data from your temporary bucket to your new notebook session
Solutions:
| Question 1 Answer: D | Question 2 Answer: B | Question 3 Answer: D | Question 4 Answer: A | Question 5 Answer: A |







