1z0-1096-22 exam dumps

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  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • No. of Questions: 75 Questions and Answers
  • Updated: Jul 24, 2026

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Building and Evaluating Models25%- Model development and validation
  • 1. Model tuning and optimization
  • 2. Model performance metrics and evaluation
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Classification, regression, clustering, association rules
Data Preparation and Exploration20%- Data access and transformation
  • 1. Feature engineering and normalization
  • 2. Handling missing values and outliers
  • 3. Data profiling and visualization
  • 4. Using OML4SQL and OML Notebooks for data exploration
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Creating projects, workspaces, and notebooks
  • 2. SQL, PL/SQL, Python, and R notebook execution
  • 3. Sharing, collaboration, and job scheduling
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 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. Algorithm recommendation and model generation
  • 3. AutoML experiments and feature selection

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


2. You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
Which permission type should be granted to this user?

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


3. Two users at different locations are collaborating on a project by editing the same notebook. Which type of notebook should they use for collaboration?

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


4. You are creating a job that should run a notebook every hour. You want to make sure that the job does not run repeatedly if there are more than five consecutive failures to run the job.
Which option should you set while creating the job?

A) Maximum Failure Allowed
B) Timeout in Minutes
C) Minimum Failure Allowed
D) Maximum Number of Runs


5. 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.


Solutions:

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

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