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1z0-1096-22
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 29, 2026
  • No. of Questions: 75 Questions and Answers
  • Download Limit: Unlimited
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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
Topic 2: Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. In-database machine learning architecture
  • 2. Supervised, unsupervised, and semi-supervised learning
  • 3. OML components and integration with Autonomous Database
Topic 3: Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Using OML4SQL and OML Notebooks for data exploration
  • 3. Feature engineering and normalization
  • 4. Handling missing values and outliers
Topic 4: AutoML and Model Management15%- Automated machine learning
  • 1. Algorithm recommendation and model generation
  • 2. Model registration, versioning, and deployment
  • 3. AutoML experiments and feature selection
Topic 5: Administration and Security10%- Access control and privileges
  • 1. User and role management for OML
  • 2. Monitoring and maintenance
  • 3. Security policies and data access permissions
Topic 6: Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. Classification, regression, clustering, association rules
  • 3. Model tuning and optimization
  • 4. OML4SQL, OML4Py, and OML4R usage

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

Which three statements are true about unsupervised machine learning?

A. It analyzes cases where the target value is already known.
B. It can be used as a preliminary step for supervised algorithms.
C. It uses unlabeled data.
D. There is no previously known result to guide the algorithm in building the model.


Question 2

Which output formats are supported by the SET SQLFORMAT command? (Choose three.)

A. JSON
B. TXT
C. HTML
D. CSV


Question 3

Which two templates are supported while saving a notebook?

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


Question 4

When running which type of code must you use %script in Oracle Machine Learning Note-books?

A. PL/SQL script
B. JavaScript
C. JSON script
D. SQL script


Question 5

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

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


Solutions:

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

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