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

1z0-1096-22

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Jul 22, 2026

Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: AutoML and Model Management15%- Automated machine learning
  • 1. Model registration, versioning, and deployment
  • 2. Algorithm recommendation and model generation
  • 3. AutoML experiments and feature selection
Topic 2: 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
Topic 3: 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
Topic 4: 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
Topic 5: Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. OML components and integration with Autonomous Database
  • 2. In-database machine learning architecture
  • 3. Supervised, unsupervised, and semi-supervised learning
Topic 6: 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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which of the following is not type of a workspace permission that can be granted to other users?

A) Developer
B) Contributor
C) Viewer
D) Manager


2. Which two Oracle Cloud services are Integrated with Oracle Machine Learning?

A) Oracle Autonomous Database
B) Oracle Analytics Cloud
C) Oracle GoldenGate
D) Oracle Stream Analytics


3. Which three SQL commands are restricted in an Autonomous Database?

A) Create Tablespace
B) Alter Profile
C) Create Table
D) Alter Table
E) Alter Tablespace


4. Which statement is FALSE about OML Notebooks?

A) An existing database user cannot be added as an OML user using the User Manage-ment Interface.
B) You must have the Administrator role to access the compute resources page.
C) You must have the Administrator role to access the OML User Management Interface.
D) The administrator is not authorized to run notebooks.


5. 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) There is no previously known result to guide the algorithm in building the model.
C) It does not specify a target, it can be applied to a population of interest.
D) The learning process is directed by a previously known dependent attribute or target.
E) It generally results in predictive models.


Solutions:

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

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