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

1z0-1096-22 real exams

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Jul 28, 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. In-database machine learning architecture
  • 2. OML components and integration with Autonomous Database
  • 3. Supervised, unsupervised, and semi-supervised learning
Topic 2: 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 3: Building and Evaluating Models25%- Model development and validation
  • 1. Classification, regression, clustering, association rules
  • 2. Model tuning and optimization
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Model performance metrics and evaluation
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: Data Preparation and Exploration20%- Data access and transformation
  • 1. Feature engineering and normalization
  • 2. Data profiling and visualization
  • 3. Handling missing values and outliers
  • 4. Using OML4SQL and OML Notebooks for data exploration
Topic 6: AutoML and Model Management15%- Automated machine learning
  • 1. Algorithm recommendation and model generation
  • 2. AutoML experiments and feature selection
  • 3. Model registration, versioning, and deployment

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which machine learning algorithm allows the system to identify patterns within data sets on its own?

A) Supervised Learning
B) Reinforcement Learning
C) Semi-supervised Learning
D) Unsupervised Learning


2. A user with Developer permission is trying to create a job on an existing notebook that is shared. However, the user is unable to do so. What is the reason?

A) The user requires the Create Job role.
B) A developer cannot create jobs for notebooks that are shared.
C) The specified job already exists.
D) The notebook contains code with syntax errors, which need to be corrected first.


3. When managing models using the Model Repository screen from the OML AutoML UI, what are the four operations a user can do to models and model deployments?

A) Undeploy a previously deployed OML in-database model.
B) Delete an existing OML in-database model.
C) Deploy an existing Oracle Machine Learning in-database model as a REST endpoint in OML Services.
D) Change the deployment date of a previously deployed OML in-database model.
E) Change the namespace of a previously deployed OML in-database model.
F) Change the owner of a previously deployed OML in-database model.


4. Which three SQL commands are restricted in an Autonomous Database?

A) Alter Profile
B) Alter Table
C) Create Tablespace
D) Alter Tablespace
E) Create Table


5. You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
Which permission type should be granted to this user?

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


Solutions:

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

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