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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Implement End-to-End Machine Learning Lifecycle | 45% | - Use AutoML and built-in algorithms - Deploy models and manage endpoints - Model development, training, and evaluation - Data preparation, exploration, and transformation - Model saving, cataloging, and versioning |
| Integrate Related OCI Services | 10% | - Integration with OCI Object Storage, Vault, and Networking - Use OCI AI and data services with Data Science |
| Design and Set Up Data Science Workspace | 15% | - Manage access control, security, and IAM integration - Configure compute shapes, storage, and networking - Create and manage projects and notebook sessions |
| 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 |
| Apply MLOps Practices | 20% | - ML pipelines, automation, and reproducibility - Governance, auditing, and compliance - Model monitoring, drift detection, and performance tracking |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
1. What is a common maxim about data scientists?
A) They spend 80% of their time on failed analytics projects and 20% doing useful work.
B) They spend 80% of their time finding and preparing data and 20% analyzing it.
C) They spend 80% of their time analyzing data and 20% finding and preparing it.
2. Which of the following best describes the principal goal of data science?
A) To collect and archive exhaustive datasets from various source systems for corporate record-keeping uses.
B) To collect and prepare data for use as part of analytics applications.
C) To mine and analyze large amounts of data in order to uncover information that can be used for operational improvements and business gains.
D) Data science is focused on output of the analysis.
3. You are given a task of writing a program that sorts document images by language. Which Oracle AI Service would you use?
A) Oracle Digital Assistant
B) OCI Speech
C) OCI Language
D) OCI Vision
4. You realize that your model deployment is about to reach its utilization limit. What would you do to avoid the issue before requests start to fail? Pick THREE.
A) Reduce the load balancer bandwidth limit so that fewer requests come in
B) Update the deployment to use a larger virtual machine (more CPUs/memory)
C) Update the deployment to use fewer instances
D) Delete the deployment
E) Update the deployment to add more instances
5. You are a data scientist trying to load data into your notebook session. You understand that Accelerated Data Science (ADS) SDK supports loading various data formats. Which of the following THREE are ADS-supported data formats?
A) Pandas DataFrame
B) DOCX
C) JSON
D) Raw Images
E) XML
Solutions:
| Question # 1 Answer: B | Question # 2 Answer: C | Question # 3 Answer: C | Question # 4 Answer: A,B,E | Question # 5 Answer: A,C,E |
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