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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Design and Set Up Data Science Workspace | 15% | - Configure compute shapes, storage, and networking - Create and manage projects and notebook sessions - Manage access control, security, and IAM integration |
| Implement End-to-End Machine Learning Lifecycle | 45% | - Use AutoML and built-in algorithms - Deploy models and manage endpoints - Model saving, cataloging, and versioning - Data preparation, exploration, and transformation - Model development, training, and evaluation |
| Apply MLOps Practices | 20% | - Model monitoring, drift detection, and performance tracking - Governance, auditing, and compliance - ML pipelines, automation, and reproducibility |
| Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
| OCI Data Science - Introduction & Configuration | 10% | - Overview and core concepts of OCI Data Science - Capabilities of the Accelerated Data Science (ADS) SDK - Tenancy and environment configuration for Data Science |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
You want to write a program that performs document analysis tasks such as extracting text and tables from a document. Which Oracle AI service would you use?
- A. Oracle Digital Assistant
- B. OCI Speech
- C. OCI Language
- D. OCI Vision
Correct Answer: D 🗳️
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You are a computer vision engineer building an image recognition model. You decide to use Oracle Data Labeling to annotate your image dat a. Which of the following THREE are possible ways to annotate an image in Data Labeling?
- A. Adding multiple labels to an image
- B. Adding labels to an image by drawing a bounding box to an image is not supported by Data Labeling
- C. Adding a single label to an image
- D. Adding labels to an image using semantic segmentation, by drawing multiple bounding boxes to an image
- E. Adding labels to an image using object detection, by drawing bounding boxes to an image
Correct Answer: A,C,E 🗳️
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. Conda environment in OCI Data Science
- B. Oracle Autonomous Data Warehouse
- C. Oracle Big Data Service
- D. Oracle Machine Learning
- E. Python Package Index (PyPI)
Correct Answer: A,E 🗳️
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You are working as a data scientist for a healthcare company. They decide to analyze the data to find patterns in a large volume of electronic medical records. You are asked to build a PySpark solution to analyze these records in a JupyterLab notebook. What is the order of recommended stepsto develop a PySpark application in Oracle Cloud Infrastructure (OCI) Data Science?
- A. Launch a notebook session, install a PySpark conda environment, configure core-site.xml, develop your PySpark application, create a Data Flow application with the Accelerated Data Science (ADS) SDK
- B. Install a Spark conda environment, configure core-site.xml, launch a notebook session, create a Data Flow application with the Accelerated Data Science (ADS) SDK, develop your PySpark application
- C. Launch a notebook session, configure core-site.xml, install a PySpark conda environment, develop your PySpark application, create a Data Flow application with the Accelerated Data Science (ADS) SDK
- D. Configure core-site.xml, install a PySpark conda environment, create a Data Flow application with the Accelerated Data Science (ADS) SDK, develop your PySpark application, launch a notebook session
Correct Answer: A 🗳️
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How can you convert a fixed load balancer to a flexible load balancer?
- A. Use Update Shape workflows
- B. Using the Edit Listener option
- C. Delete the fixed load balancer and create a new one
- D. There is no way to convert the load balancer
Correct Answer: C 🗳️
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