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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Apply MLOps Practices | - Implement model lifecycle management - Use best practices for operationalizing ML solutions - Monitor and maintain machine learning models |
| OCI Data Science - Introduction and Configuration | - Understand OCI Data Science service concepts and architecture - Configure and manage Data Science resources - Use OCI Data Science notebooks and sessions |
| Design and Set Up Data Science Workspace | - Create and configure Data Science projects - Manage notebook sessions and compute resources - Use Accelerated Data Science SDK and open source tools |
| Implement End-to-End Machine Learning Lifecycle | - Save and manage models using Model Catalog - Deploy models and consume model endpoints - Build, train, and evaluate machine learning models - Automate machine learning workflows and pipelines - Prepare and manage datasets |
| Use Related OCI Services | - Integrate OCI Data and AI services - Design machine learning solutions for business use cases - Apply OCI services for data ingestion, storage, and processing |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
1. What do you use the score.py file for?
A) Execute the inference logic code
B) Define the required conda environment
C) Configure the deployment infrastructure
D) Define the scaling strategy
2. You have just received a new dataset from a colleague. You want to quickly find out summary information about the dataset, such as the types of features, the total number of observations, and distributions of the dat a. Which Accelerated Data Science (ADS) SDK method from the ADSDataset class would you use?
A) show_corr()
B) compute()
C) show_in_notebook()
D) to_xgb()
3. Which OCI cloud service lets you centrally manage the encryption keys that protect your data and the secret credentials that you use to securely access resources?
A) Data Safe
B) Vault
C) Cloud Guard
D) Data Guard
4. After you have created and opened a notebook session, you want to use the Accelerated Data Science (ADS) SDK to access your data and get started with exploratory data analysis. From which TWO places can you access the ADS SDK?
A) Oracle Machine Learning
B) Oracle Autonomous Data Warehouse
C) Oracle Big Data Service
D) Python Package Index (PyPI)
E) Conda environment in OCI Data Science
5. You are a data scientist working inside a notebook session and you attempt to pip install a package from a public repository that is not included in your conda environment. After running this command, you get a network timeout error. What might be missing from your networking configuration?
A) FastConnect to an on-premises network
B) Service Gateway with private subnet access
C) Primary Virtual Network Interface Card (VNIC)
D) NAT Gateway with public internet access
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: B | Question # 4 Answer: D,E | Question # 5 Answer: D |
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