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

1z0-1096-22 actual test
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 18, 2026
  • Q & A: 75 Questions and Answers
  • PDF Demo
  • PC Test Engine
  • Online Test Engine
  • Total Price: $59.99  

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

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. Classification, regression, clustering, association rules
  • 3. Model tuning and optimization
  • 4. OML4SQL, OML4Py, and OML4R usage
Topic 2: Data Preparation and Exploration20%- Data access and transformation
  • 1. Using OML4SQL and OML Notebooks for data exploration
  • 2. Feature engineering and normalization
  • 3. Handling missing values and outliers
  • 4. Data profiling and visualization
Topic 3: Administration and Security10%- Access control and privileges
  • 1. User and role management for OML
  • 2. Monitoring and maintenance
  • 3. Security policies and data access permissions
Topic 4: OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Sharing, collaboration, and job scheduling
  • 2. Creating projects, workspaces, and notebooks
  • 3. SQL, PL/SQL, Python, and R notebook execution
Topic 5: Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. In-database machine learning architecture
  • 2. OML components and integration with Autonomous Database
  • 3. Supervised, unsupervised, and semi-supervised learning
Topic 6: AutoML and Model Management15%- Automated machine learning
  • 1. AutoML experiments and feature selection
  • 2. Algorithm recommendation and model generation
  • 3. Model registration, versioning, and deployment

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which option would you use to load data from Object Storage into an Oracle Autonomous Da-tabase?

A) Oracle SQL Developer Web
B) SQL*Loader
C) DBMS_Cloud package
D) Expdp


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


3. Which two statements are true about OML AutoML UI? (Choose two.)

A) When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
B) An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
C) An Experiment returns a single machine learning model, on successful execution Pro-vides Classification Prediction Type for numeric data and Regression Prediction Type for non-numeric data.
D) Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.


4. Which is a FALSE statement regarding Oracle Machine Learning (OML)?

A) OML provides scalable statistical functions though OML4Py and OML4R.
B) OML provides univariate and multivariate statistics.
C) OML provides integration with open source Python and R statistical analysis functions.
D) OML offerings need a separate data visualization tool for creating visualization.


5. In an Oracle Machine Learning notebook, which is the correct syntax for starting a SQL script in Scratchpad?

A) Ssql
B) #sql
C) %sql
D) @sql


Solutions:

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

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