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Oracle 1z0-1096-22

1z0-1096-22

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Sep 12, 2026

Q & A: 75 Questions and Answers

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1z0-1096-22 exam dumps

Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. Supervised, unsupervised, and semi-supervised learning
  • 2. OML components and integration with Autonomous Database
  • 3. In-database machine learning architecture
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Sharing, collaboration, and job scheduling
  • 2. SQL, PL/SQL, Python, and R notebook execution
  • 3. Creating projects, workspaces, and notebooks
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
Building and Evaluating Models25%- Model development and validation
  • 1. Model tuning and optimization
  • 2. Classification, regression, clustering, association rules
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Model performance metrics and evaluation
Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Feature engineering and normalization
  • 3. Using OML4SQL and OML Notebooks for data exploration
  • 4. Handling missing values and outliers
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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question #1
Which option would you use to load data from Object Storage into an Oracle Autonomous Da-tabase?

A. SQL*Loader
B. Oracle SQL Developer Web
C. DBMS_Cloud package
D. Expdp


Question #2
Which two templates are supported while saving a notebook?

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


Question #3
Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?

A. Provide the user with Autonomous Database client wallet for remote credentials.
B. Issue grant commands on tables from other schemas to allow access from shared notebooks.
C. Create an OML username and password for the user in the Oracle Machine Learning User Management interface.
D. Add the user's name and email ID in the Oracle Machine Learning User Management interface.


Question #4
Which two statements are true about supervised machine learning?

A. It is used to extract meaningful insights from raw data to improve data operational efficiency.
B. It does not specify a target, it can be applied to a population of interest.
C. It generally results in predictive models.
D. There is no previously known result to guide the algorithm in building the model.
E. The learning process is directed by a previously known dependent attribute or target.


Question #5
Which three data sources can be immediately used for model building in Oracle Machine Learning?

A. Oracle Database External tables
B. JSON files
C. Oracle Database tables
D. Oracle Database views
E. CSV files


Solutions:

Question #1
Correct Answer: C
Question #2
Correct Answer: A,B
Question #3
Correct Answer: A
Question #4
Correct Answer: C,E
Question #5
Correct Answer: A,B,C

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