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

1z0-1096-22

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Aug 13, 2026

Q&A Number: 75 Q&As

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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

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


2. What is the proper workflow for analyzing data in Oracle Machine Learning?

A) Get predictions from the model, prepare the data, build the model, and deploy the model
B) Prepare the data, build the model, evaluate the model, and deploy the model.
C) Evaluate the model, prepare the data, build the model, and deploy the model.
D) Build the model, prepare the data, evaluate the model, and deploy the model.


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

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


4. You have shared your workspace with other users. You want to allow them to run and update the notebooks. However, you do not want to provide the ability to schedule the jobs to run notebooks.
Which permission should be granted to other users?

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


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

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


Solutions:

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

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