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

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

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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question #1

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

  • A. Create other OML users.
  • B. Edit Example templates.
  • C. Transfer OML workspace to other users.
  • D. Create and run OML notebooks.
  • E. Create and run scratchpads.
  • F. Share notebooks.
Reveal Solution  Discussion  0

Correct Answer: D,E,F  🗳️

Question #2

Which is NOT a supervised learning algorithm?

  • A. Support Vector Machines
  • B. Stepwise Linear Regression
  • C. Naïve Bayes
  • D. Hierarchical K-Means
  • E. Decision Tree
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #3

Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)

  • A. Autonomous Data Warehouse
  • B. Autonomous JSON Database
  • C. Autonomous Dedicated Infrastructure
  • D. Autonomous Transaction Processing
  • E. Oracle Application Express
Reveal Solution  Discussion  0

Correct Answer: A,B,D  🗳️

Explanation: Only visible for DumpsActual members. You can sign-up / login (it's free).

Question #4

What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

  • A. Job, Project, Workspace, Notebook
  • B. OML User, Notebook, Job
  • C. Workspace, OML User, Notebook, Jobs
  • D. Notebook, Job, Project, OML User
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Question #5

Which three statements are true about unsupervised machine learning?

  • A. It uses unlabeled data.
  • B. It can be used as a preliminary step for supervised algorithms.
  • C. There is no previously known result to guide the algorithm in building the model.
  • D. It analyzes cases where the target value is already known.
Reveal Solution  Discussion  0

Correct Answer: A,C,D  🗳️

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