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Oracle 1Z0-1110-26 Exam Syllabus Topics:

SectionObjectives
Use Related OCI Services- Design machine learning solutions for business use cases
- Integrate OCI Data and AI services
- Apply OCI services for data ingestion, storage, and processing
Implement End-to-End Machine Learning Lifecycle- Build, train, and evaluate machine learning models
- Save and manage models using Model Catalog
- Prepare and manage datasets
- Automate machine learning workflows and pipelines
- Deploy models and consume model endpoints
Design and Set Up Data Science Workspace- Manage notebook sessions and compute resources
- Create and configure Data Science projects
- Use Accelerated Data Science SDK and open source tools
Apply MLOps Practices- Use best practices for operationalizing ML solutions
- Implement model lifecycle management
- 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

Oracle Cloud Infrastructure Data Science Professional Sample Questions:

1. How can you collaborate with team members in OCI Data Science Workspace?

A) By granting access to specific notebooks and files
B) By sharing the workspace instance with other users
C) By enabling chat and video conferencing within the workspace
D) By using version control systems integrated with the workspace


2. 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 Vision
C) OCI Language
D) OCI Speech


3. Six months ago you created and deployed a model that predicts customer churn for a call center. Initially, it was yielding quality predictions. However, over the last two months, users have been questioning the credibility of the predictions. Which TWO methods would you employ to verify accuracy and lower customer churn?

A) Drift monitoring
B) Retrain the model
C) Redeploy the model
D) Operational monitoring
E) Validate the model using recent data


4. Which TWO statements about Oracle Cloud Infrastructure (OCI) Open Data service are true?

A) A primary goal of Open Data is for users to contribute to the data repositories to expand the content offered.
B) Subscribers can pay and log into Open Data to view curated datasets that are otherwise not available to the public.
C) Each dataset in Open Data consists of code and tooling usage examples for consumption and reproducibility.
D) Audio and video formats are not available.
E) Open Data is a dataset repository made for the people that create, use, and manipulate datasets.
F) Open Data includes text and image data repositories for AI and ML.


5. Which technique can be used for feature engineering in the machine learning lifecycle?

A) Support Vector Machines (SVM)
B) K-means clustering
C) Gradient boosting
D) Principal Component Analysis (PCA)


Solutions:

Question # 1
Answer: D
Question # 2
Answer: B
Question # 3
Answer: A,B
Question # 4
Answer: E,F
Question # 5
Answer: D

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