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  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 12, 2026
  • Q & A: 75 Questions and Answers
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  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
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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. Classification, regression, clustering, association rules
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Model tuning and optimization
Data Preparation and Exploration20%- Data access and transformation
  • 1. Handling missing values and outliers
  • 2. Data profiling and visualization
  • 3. Using OML4SQL and OML Notebooks for data exploration
  • 4. Feature engineering and normalization
Administration and Security10%- Access control and privileges
  • 1. Monitoring and maintenance
  • 2. User and role management for OML
  • 3. Security policies and data access permissions
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
AutoML and Model Management15%- Automated machine learning
  • 1. Model registration, versioning, and deployment
  • 2. AutoML experiments and feature selection
  • 3. Algorithm recommendation and model generation
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Creating projects, workspaces, and notebooks
  • 2. SQL, PL/SQL, Python, and R notebook execution
  • 3. Sharing, collaboration, and job scheduling

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

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) Personal Notebook
C) Shared Notebook
D) Example notebook


2. Which three data sources can be immediately used for model building in Oracle Machine Learning?

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


3. Which three tasks can be performed by an Oracle Machine Learning (OML) user with the Developer role?

A) Create and run scratchpads.
B) Transfer OML workspace to other users.
C) Create other OML users.
D) Edit Example templates.
E) Create and run OML notebooks.
F) Share notebooks.


4. Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?

A) You can set the output format in SQL paragraphs of a notebook.
B) You can share notebooks with Import/Export operations.
C) Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.
D) When visualizing a 1 million row database data using the built-in Zeppelin visualizers, OML will by default display the results on the entire table.


5. Which three actions can be performed by an Administrator in Oracle Machine Learning (OML) Notebooks?

A) Create and run jobs.
B) Create, run and delete notebooks.
C) Create, edit and delete OML users.
D) Reassign workspaces to users.
E) View notebooks.


Solutions:

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

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