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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| OCI Data Science - Introduction and Configuration | - Understand OCI Data Science service concepts and architecture - Use OCI Data Science notebooks and sessions - Configure and manage Data Science resources |
| Design and Set Up Data Science Workspace | - Use Accelerated Data Science SDK and open source tools - Manage notebook sessions and compute resources - Create and configure Data Science projects |
| Implement End-to-End Machine Learning Lifecycle | - Deploy models and consume model endpoints - Build, train, and evaluate machine learning models - Prepare and manage datasets - Automate machine learning workflows and pipelines - Save and manage models using Model Catalog |
| Apply MLOps Practices | - Monitor and maintain machine learning models - Use best practices for operationalizing ML solutions - Implement model lifecycle management |
| Use Related OCI Services | - Apply OCI services for data ingestion, storage, and processing - Design machine learning solutions for business use cases - Integrate OCI Data and AI services |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
Which Security Zone policy is NOT valid?
- A. A compute instance cannot be moved from a security zone to a standard compartment
- B. A boot volume can be moved from a security zone to a standard compartment
- C. Resources in a security zone should not be accessible from the public internet
- D. Resources in a security zone must be automatically backed up regularly
Correct Answer: B 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
What is the primary difference between a data scientist and a data engineer?
- A. A data engineer analyzes data after a data scientist collects and prepares it.
- B. A data engineer collects and prepares data, and a data scientist then analyzes it.
- C. A data engineer builds data pipelines and helps prepare data, while a data scientist is responsible for data collection, preparation, and analysis.
- D. A data engineer creates data flows to be used as templates by the data analyst.
Correct Answer: B 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
What is the name of the machine learning library used in Apache Spark?
- A. GraphX
- B. MLib
- C. HadoopML
- D. Structured Streaming
Correct Answer: B 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
Which statement about resource principals is true?
- A. A resource principal is a feature of IAM that enables resources to be authorized principal actors.
- B. When you authenticate using a resource principal, you need to create and manage credentials to access OCI resources.
- C. The Data Science service does not provide authentication via a notebook session’s or job run’s resource principal to access other OCI resources.
- D. A resource principal is not a secure way to authenticate to resources, compared to the OCI configuration and API key approach.
Correct Answer: A 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
Which step is unique to MLOps, as opposed to DevOps?
- A. Continuous delivery
- B. Continuous integration
- C. Continuous training
- D. Continuous deployment
Correct Answer: C 🗳️
Explanation: Only visible for RealVCE members. You can sign-up / login (it's free).
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