Oracle 1z0-1096-22 exam dumps : Oracle Machine Learning using Autonomous Database 2022 Specialist

  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 29, 2026     Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. OML4SQL, OML4Py, and OML4R usage
  • 3. Model tuning and optimization
  • 4. Classification, regression, clustering, association rules
Administration and Security10%- Access control and privileges
  • 1. Security policies and data access permissions
  • 2. Monitoring and maintenance
  • 3. User and role management for OML
Data Preparation and Exploration20%- Data access and transformation
  • 1. Feature engineering and normalization
  • 2. Data profiling and visualization
  • 3. Using OML4SQL and OML Notebooks for data exploration
  • 4. Handling missing values and outliers
AutoML and Model Management15%- Automated machine learning
  • 1. AutoML experiments and feature selection
  • 2. Algorithm recommendation and model generation
  • 3. Model registration, versioning, and deployment
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Creating projects, workspaces, and notebooks
  • 2. Sharing, collaboration, and job scheduling
  • 3. SQL, PL/SQL, Python, and R notebook execution
Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. OML components and integration with Autonomous Database
  • 2. Supervised, unsupervised, and semi-supervised learning
  • 3. In-database machine learning architecture

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

Two users at different locations are collaborating on a project by editing the same notebook. Which type of notebook should they use for collaboration?

A. Public Notebook
B. Shared Notebook
C. Example notebook
D. Personal Notebook


Question 2

You have created an Oracle Machine Learning notebook and want to share it with another collaborator. However, you do not want to provide the ability to run or modify the notebook in your workspace.
Which three options can be used to do this?

A. Provide the user Viewer permission to your workspace.
B. Export the notebook and import it into the other user's project.
C. Share the notebook as a Shared Oracle Machine Learning Template.
D. Provide the user Developer permission to your workspace.


Question 3

Which task is NOT required by an Administrator when adding a new user to Oracle Machine Leamina (OML) Notebooks?

A. Add the user's full name and email ID in the Oracle Machine Learning Management User Interface.
B. Issue grant commands on the database to allow access to the tables associated with the user's Oracle Machine Learning Notebooks.
C. Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.
D. Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.


Question 4

Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?

A. Job
B. Workspace
C. Notebook
D. Project


Question 5

Which statement is FALSE about OML Notebooks?

A. You must have the Administrator role to access the compute resources page.
B. The administrator is not authorized to run notebooks.
C. An existing database user cannot be added as an OML user using the User Manage-ment Interface.
D. You must have the Administrator role to access the OML User Management Interface.


Solutions:

Question 1
Answer: C
Question 2
Answer: A,C,D
Question 3
Answer: A
Question 4
Answer: C
Question 5
Answer: C

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