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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| OCI Data Science - Introduction and Configuration | - Use OCI Data Science notebooks and sessions - Understand OCI Data Science service concepts and architecture - Configure and manage Data Science resources |
| Apply MLOps Practices | - Monitor and maintain machine learning models - Use best practices for operationalizing ML solutions - Implement model lifecycle management |
| Implement End-to-End Machine Learning Lifecycle | - Save and manage models using Model Catalog - Build, train, and evaluate machine learning models - Deploy models and consume model endpoints - Prepare and manage datasets - Automate machine learning workflows and pipelines |
| Design and Set Up Data Science Workspace | - Use Accelerated Data Science SDK and open source tools - Create and configure Data Science projects - Manage notebook sessions and compute resources |
| 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:
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
Correct Answer: C 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
In machine learning, what is the primary difference between supervised and unsupervised learning?
- A. Supervised learning is only used for image recognition, while unsupervised learning can be used for various analytics applications.
- B. Supervised learning is monitored closely by data scientists, while they don’t play a role inunsupervised learning.
- C. Supervised learning involves data that has been labeled and classified, while unsupervised learning data is unlabeled and unclassified.
- D. Supervised learning is created and managed by the Data Engineer.
Correct Answer: C 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
Which OCI Data Science interaction method can function without the need of scripting?
- A. REST APIs
- B. CLI
- C. Language SDKs
- D. OCI Console
Correct Answer: D 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
Which statement about Oracle Cloud Infrastructure Data Science Jobs is true?
- A. Jobs comes with a set of standard tasks that cannot be customized
- B. Jobs provisions the infrastructure to run a process on-demand
- C. You must create and manage your own Jobs infrastructure
- D. You must use a single Shell/Bash or Python artifact to run a job
Correct Answer: B 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
Where do calls to stdout and stderr from score.py go in the model deployment?
- A. The predict log in the Oracle Cloud Infrastructure (OCI) Logging service as defined in the deployment
- B. The OCI Cloud Shell, which can be accessed from the console
- C. The file that was defined for them on the virtual machine (VM)
- D. The OCI Console
Correct Answer: A 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
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