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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Apply MLOps Practices | 20% | - ML pipelines, automation, and reproducibility - Governance, auditing, and compliance - Model monitoring, drift detection, and performance tracking |
| Implement End-to-End Machine Learning Lifecycle | 45% | - Data preparation, exploration, and transformation - Model saving, cataloging, and versioning - Use AutoML and built-in algorithms - Model development, training, and evaluation - Deploy models and manage endpoints |
| Design and Set Up Data Science Workspace | 15% | - Create and manage projects and notebook sessions - Configure compute shapes, storage, and networking - Manage access control, security, and IAM integration |
| OCI Data Science - Introduction & Configuration | 10% | - Capabilities of the Accelerated Data Science (ADS) SDK - Overview and core concepts of OCI Data Science - Tenancy and environment configuration for Data Science |
| Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
1. What happens when a notebook session is deactivated?
A) The underlying compute instance stops
B) The data on boot volume is preserved
C) Compute cost increases due to frequent deactivation
D) The block volume attached to the notebook is permanently deleted
2. Which of these options allow the sharing and loading back of ML models into a notebook session?
A) Model catalog
B) Model taxonomy
C) Model deployment
D) Model provenance
3. True or false? Data scientists typically need a combination of technical skills, nontechnical ones, and suitable personality traits to be successful.
A) False
B) True
4. Which of the following programming languages are most widely used by data scientists?
A) C and C++
B) Python, R, and SQL
C) Java and JavaScript
5. You have configured the Management Agent on an Oracle Cloud Infrastructure (OCI) Linux instance for log ingestion purposes. Which is a required configuration for OCI Logging Analytics service to collect data from multiple logs of this instance?
A) Entity - Log Association
B) Log - Log Group Association
C) Source - Entity Association
D) Log Group - Source Association
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: A | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: C |



