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Oracle 1Z0-1110-26 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| OCI Data Science - Introduction & Configuration | 10% | - Overview and core concepts of OCI Data Science - Tenancy and environment configuration for Data Science - Capabilities of the Accelerated Data Science (ADS) SDK |
| Integrate Related OCI Services | 10% | - Use OCI AI and data services with Data Science - Integration with OCI Object Storage, Vault, and Networking |
| Design and Set Up Data Science Workspace | 15% | - Configure compute shapes, storage, and networking - Manage access control, security, and IAM integration - Create and manage projects and notebook sessions |
| Implement End-to-End Machine Learning Lifecycle | 45% | - Use AutoML and built-in algorithms - Model saving, cataloging, and versioning - Deploy models and manage endpoints - Data preparation, exploration, and transformation - Model development, training, and evaluation |
| Apply MLOps Practices | 20% | - ML pipelines, automation, and reproducibility - Model monitoring, drift detection, and performance tracking - Governance, auditing, and compliance |
Oracle Cloud Infrastructure Data Science Professional Sample Questions:
You are a data scientist; you use the Oracle Cloud Infrastructure (OCI) Language service to train custom models. Which types of custom models can be trained?
- A. Image classification, Named Entity Recognition (NER)
- B. Sentiment Analysis, Named Entity Recognition (NER)
- C. Object detection, Text classification
- D. Text classification, Named Entity Recognition (NER)
Correct Answer: D 🗳️
Explanation: Only visible for Prep4sures members. You can sign-up / login (it's free).
What is the primary difference between a data scientist and a data engineer?
- A. A data engineer builds data pipelines and helps prepare data, while a data scientist is responsible for data collection, preparation, and analysis.
- B. A data engineer collects and prepares data, and a data scientist then analyzes it.
- C. A data engineer creates data flows to be used as templates by the data analyst.
- D. A data engineer analyzes data after a data scientist collects and prepares it.
Correct Answer: B 🗳️
Explanation: Only visible for Prep4sures members. You can sign-up / login (it's free).
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. OCI Language
- B. OCI Vision
- C. OCI Speech
- D. Oracle Digital Assistant
Correct Answer: B 🗳️
Explanation: Only visible for Prep4sures members. You can sign-up / login (it's free).
Which statement about Oracle Cloud Infrastructure Anomaly Detection is true?
- A. It is an important tool for detecting fraud, network intrusions, and discrepancies in sensor time series analysis
- B. It is trained on a combination of customer and general industry datasets
- C. Accepted file types are SQL and Python
- D. Data used for analysis can be text or numerical in nature
Correct Answer: A 🗳️
Explanation: Only visible for Prep4sures 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 created and managed by the Data Engineer.
- B. Supervised learning is only used for image recognition, while unsupervised learning can be used for various analytics applications.
- C. Supervised learning is monitored closely by data scientists, while they don’t play a role inunsupervised learning.
- D. Supervised learning involves data that has been labeled and classified, while unsupervised learning data is unlabeled and unclassified.
Correct Answer: D 🗳️
Explanation: Only visible for Prep4sures members. You can sign-up / login (it's free).
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