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

1z0-1096-22
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Jul 30, 2026
  • Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
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
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
Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Feature engineering and normalization
  • 3. Handling missing values and outliers
  • 4. Using OML4SQL and OML Notebooks for data exploration
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
Building and Evaluating Models25%- Model development and validation
  • 1. OML4SQL, OML4Py, and OML4R usage
  • 2. Model performance metrics and evaluation
  • 3. Model tuning and optimization
  • 4. Classification, regression, clustering, association rules
Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. In-database machine learning architecture
  • 2. Supervised, unsupervised, and semi-supervised learning
  • 3. OML components and integration with Autonomous Database

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which of the following is not type of a workspace permission that can be granted to other users?

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


2. 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) data collection from various sources
C) binning of numeric data
D) numeric data normalization
E) missing value replacement
F) performing feature engineering, such as creating derived variables


3. Which type of user has access to the Oracle Machine Learning User Management interface?

A) Administrator
B) Developer
C) Guest
D) Manager


4. Which two Oracle Cloud services are Integrated with Oracle Machine Learning?

A) Oracle Stream Analytics
B) Oracle GoldenGate
C) Oracle Autonomous Database
D) Oracle Analytics Cloud


5. You have developed a notebook in an Autonomous Database (ADB) and you need to share the notebook with your colleague to run on a different ADB instance.
How should you enable your colleague to work with this notebook?

A) Save the notebook as a shared template.
B) Save the notebook in .csv format and have your colleague import this notebook.
C) Make the notebook public.
D) Export the notebook in . json format and have your colleague import this notebook.


Solutions:

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

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