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

1z0-1096-22 real exams

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Oct 17, 2026

Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Administration and Security10%- Access control and privileges
  • 1. Security policies and data access permissions
  • 2. Monitoring and maintenance
  • 3. User and role management for OML
Topic 2: 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 3: OML Notebooks and Environment15%- Workspace and notebook management
  • 1. SQL, PL/SQL, Python, and R notebook execution
  • 2. Creating projects, workspaces, and notebooks
  • 3. Sharing, collaboration, and job scheduling
Topic 4: 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
Topic 5: Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. Model tuning and optimization
  • 3. Classification, regression, clustering, association rules
  • 4. OML4SQL, OML4Py, and OML4R usage
Topic 6: Data Preparation and Exploration20%- Data access and transformation
  • 1. Feature engineering and normalization
  • 2. Handling missing values and outliers
  • 3. Using OML4SQL and OML Notebooks for data exploration
  • 4. Data profiling and visualization

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question #1

Examine the output:

  • A. SET SQLFORMAT LOADER
  • B. SET SQLFORMAT DELIMITED
  • C. SET SQLFORMAT ANSICONSOLE
  • D. SET SQLFORMAT FIXED
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #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. Manager
  • B. Developer
  • C. Editor
  • D. Viewer
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

Question #3

Which two can be performed by an Administrator in Oracle Machine Learning Notebooks? (Choose two.)

  • A. Manage any notebook
  • B. Run noteboooks
  • C. Reassign user workspace
  • D. View notebooks in read-only mode
Reveal Solution  Discussion  0

Correct Answer: C,D  🗳️

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

Question #4

Examine the command:
%sql
SELECT CUST_MARITAL_STATUS, MEDIAN <COST_CREDIT__LIMIT)
FROM SH. CUSTOMERS GROUP BY CUST_MARITAL_STATUS;
Which statement is true about running this command where the table has columns cust_maritax._statu3 (VARCHAR2) and cost_credit_limit (number) with 100k rows of non-null data?

  • A. It will return the median value of customer credit limit grouped by marital status.
  • B. It will return an error.
  • C. It will return a customer's marital status and credit limit grouped by marital status
  • D. It will return the marital status and credit limit of each customer.
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #5

Which step in the AutoML pipeline involves reducing the size of the large data set into a small-er data set that adequately represents the original?

  • A. Algorithm Selection
  • B. Hyperparameter Tuning
  • C. Model Selection
  • D. Adaptive Sampling
  • E. Feature Selection
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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