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

  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 09, 2026
  • Q&As: 75 Questions and Answers

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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. Classification, regression, clustering, association rules
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Model performance metrics and evaluation
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
AutoML and Model Management15%- Automated machine learning
  • 1. Algorithm recommendation and model generation
  • 2. Model registration, versioning, and deployment
  • 3. AutoML experiments and feature selection
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. Using OML4SQL and OML Notebooks for data exploration
  • 3. Data profiling and visualization
  • 4. Handling missing values and outliers
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. Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?

A) building a machine learning model
B) numeric data normalization
C) binning of numeric data
D) performing feature engineering, such as creating derived variables
E) missing value replacement
F) data collection from various sources


2. You have created a notebook and want to run the notebook on a periodic schedule. How should you achieve this?

A) You cannot run the notebook on the scheduled time.
B) You need to contact the database administrator to configure the notebook to run at a particular time.
C) You can create a job and schedule it to run a specific notebook.
D) You have to login as the admin user and schedule a job to run the notebook.


3. Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role? (Choose three.)

A) Save scripts to the Python script repository.
B) Transfer OML workspace to other users.
C) Create and execute OML Notebooks.
D) Share notebooks with other OML users.


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

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


5. When running which type of code must you use %script in Oracle Machine Learning Note-books?

A) SQL script
B) JSON script
C) JavaScript
D) PL/SQL script


Solutions:

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

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