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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 |
| Use Related OCI Services | - Design machine learning solutions for business use cases - Apply OCI services for data ingestion, storage, and processing - Integrate OCI Data and AI services |
| Implement End-to-End Machine Learning Lifecycle | - Deploy models and consume model endpoints - Save and manage models using Model Catalog - Automate machine learning workflows and pipelines - Build, train, and evaluate machine learning models - Prepare and manage datasets |
| Apply MLOps Practices | - Implement model lifecycle management - Monitor and maintain machine learning models - Use best practices for operationalizing ML solutions |
| Design and Set Up Data Science Workspace | - Create and configure Data Science projects - Use Accelerated Data Science SDK and open source tools - Manage notebook sessions and compute resources |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
1. You want to use ADSTuner to tune the hyperparameters of a supported model you recently trained. You have just started your search and want to reduce the computational cost as well as assess the quality of the model class that you are using. What is the most appropriate search space strategy to choose?
A) ADSTuner doesn’t need a search space to tune the hyperparameters
B) Pass a dictionary that defines a search space
C) Detailed
D) Perfunctory
2. Which of these protects customer data at rest and in transit in a way that allows customers to meet their security and compliance requirements for cryptographic algorithms and key management?
A) Identity Federation
B) Data encryption
C) Security controls
D) Customer isolation
3. You want to write a Python script to create a collection of different projects for your data science team. Which Oracle Cloud Infrastructure (OCI) Data Science interface would you use?
A) OCI Console
B) Mobile App
C) The OCI Software Development Kit (SDK)
D) Command Line Interface (CLI)
4. You have created a model and want to use Accelerated Data Science (ADS) SDK to deploy the model. Where are the artifacts to deploy this model with ADS?
A) Model Depository
B) Model Catalog
C) OCI Vault
D) Data Science Artifactory
5. On which option do you set Oracle Cloud Infrastructure Budget?
A) Instances
B) Free-form tags
C) Tenancy
D) Compartments
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: B | Question # 5 Answer: C |
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