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

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Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Jul 24, 2026

Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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 2: 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
Topic 3: Data Preparation and Exploration20%- Data access and transformation
  • 1. Handling missing values and outliers
  • 2. Data profiling and visualization
  • 3. Feature engineering and normalization
  • 4. Using OML4SQL and OML Notebooks for data exploration
Topic 4: AutoML and Model Management15%- Automated machine learning
  • 1. Model registration, versioning, and deployment
  • 2. Algorithm recommendation and model generation
  • 3. AutoML experiments and feature selection
Topic 5: 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 6: 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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. How can you share a notebook with multiple developers for a collaborative effort with notebook editing?

A) You create different notebooks, edit separately, and merge later.
B) You can share notebooks if you have Developer permissions.
C) You can share notebooks if you have Viewer permissions.
D) Notebooks cannot be shared for collaborating with other users.


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

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


3. Which two can be performed by an Administrator in Oracle Machine Learning Notebooks? (Choose two.)

A) Reassign user workspace
B) Run noteboooks
C) View notebooks in read-only mode
D) Manage any notebook


4. You want to segment your customer data for groups to build supervised models.
What should you use to achieve this?

A) Feature Extraction
B) Clustering
C) Regression
D) Classification


5. Which three statements are true about Oracle Machine Learning Notebooks?

A) It is used to create low-code applications.
B) It is used to access machine learning algorithms.
C) It provides a web-based interface for data analysis.
D) It is used for data preparation and exploration.
E) It is used to manage and monitor database objects.


Solutions:

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

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