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

  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Jul 24, 2026     Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
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
Building and Evaluating Models25%- Model development and validation
  • 1. Model tuning and optimization
  • 2. Model performance metrics and evaluation
  • 3. Classification, regression, clustering, association rules
  • 4. OML4SQL, OML4Py, and OML4R usage
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
Data Preparation and Exploration20%- Data access and transformation
  • 1. Feature engineering and normalization
  • 2. Data profiling and visualization
  • 3. Handling missing values and outliers
  • 4. Using OML4SQL and OML Notebooks for data exploration
AutoML and Model Management15%- Automated machine learning
  • 1. Algorithm recommendation and model generation
  • 2. AutoML experiments and feature selection
  • 3. Model registration, versioning, and deployment
Administration and Security10%- Access control and privileges
  • 1. Monitoring and maintenance
  • 2. Security policies and data access permissions
  • 3. User and role management for OML

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. You have created an Oracle Machine Learning notebook and want to share it with another collaborator. However, you do not want to provide the ability to run or modify the notebook in your workspace.
Which three options can be used to do this?

A) Export the notebook and import it into the other user's project.
B) Share the notebook as a Shared Oracle Machine Learning Template.
C) Provide the user Developer permission to your workspace.
D) Provide the user Viewer permission to your workspace.


2. Which two statements are true about supervised machine learning?

A) There is no previously known result to guide the algorithm in building the model.
B) It is used to extract meaningful insights from raw data to improve data operational efficiency.
C) The learning process is directed by a previously known dependent attribute or target.
D) It does not specify a target, it can be applied to a population of interest.
E) It generally results in predictive models.


3. Which three types of forms are available in Oracle Machine Learning Notebooks?

A) List form
B) Check Box form
C) Radio form
D) Select form
E) Text Input form


4. Which two types of permissions allow you tables and run any script on an owner's account?

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


5. Which two templates are supported while saving a notebook?

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


Solutions:

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

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