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

Updated: Jul 25, 2026
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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Building and Evaluating Models25%- Model development and validation
  • 1. OML4SQL, OML4Py, and OML4R usage
  • 2. Classification, regression, clustering, association rules
  • 3. Model tuning and optimization
  • 4. Model performance metrics and evaluation
Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Handling missing values and outliers
  • 3. Feature engineering and normalization
  • 4. Using OML4SQL and OML Notebooks for data exploration
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
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. Sharing, collaboration, and job scheduling
  • 3. SQL, PL/SQL, Python, and R notebook execution

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which statement is FALSE about OML Notebooks?

A) The administrator is not authorized to run notebooks.
B) You must have the Administrator role to access the compute resources page.
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.


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

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


3. Which three statements are true about unsupervised machine learning?

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


4. What is the proper workflow for analyzing data in Oracle Machine Learning?

A) Evaluate the model, prepare the data, build the model, and deploy the model.
B) Get predictions from the model, prepare the data, build the model, and deploy the model
C) Build the model, prepare the data, evaluate the model, and deploy the model.
D) Prepare the data, build the model, evaluate the model, and deploy the model.


5. Which three types of templates are available in Oracle Machine Learning Notebooks?

A) Custom templates
B) Personal templates
C) Shared templates
D) Public templates
E) Example templates


Solutions:

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

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