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: Aug 03, 2026
  • Q & A: 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. Classification, regression, clustering, association rules
  • 2. OML4SQL, OML4Py, and OML4R usage
  • 3. Model tuning and optimization
  • 4. Model performance metrics and evaluation
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. Using OML4SQL and OML Notebooks for data exploration
  • 2. Handling missing values and outliers
  • 3. Data profiling and visualization
  • 4. Feature engineering and normalization
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 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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)

A) Autonomous Dedicated Infrastructure
B) Autonomous Transaction Processing
C) Autonomous Data Warehouse
D) Autonomous JSON Database
E) Oracle Application Express


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

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


3. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?

A) Model selection, Algorithm selection
B) Model selection, Algorithm selection
C) Model tuning. Algorithm selection. Feature selection
D) Algorithm selection, Feature selection. Model tuning


4. Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?

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


5. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

A) Job, Project, Workspace, Notebook
B) Notebook, Job, Project, OML User
C) OML User, Notebook, Job
D) Workspace, OML User, Notebook, Jobs


Solutions:

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

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