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

Updated: Jul 17, 2026

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1z0-1096-22 Braindumps VCE
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

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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. Model tuning and optimization
  • 3. OML4SQL, OML4Py, and OML4R usage
  • 4. Classification, regression, clustering, association rules
Topic 2: 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
Topic 3: 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
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. Using OML4SQL and OML Notebooks for data exploration
  • 3. Data profiling and visualization
  • 4. Handling missing values and outliers
Topic 6: Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. OML components and integration with Autonomous Database
  • 2. In-database machine learning architecture
  • 3. Supervised, unsupervised, and semi-supervised learning

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which task is NOT required by an Administrator when adding a new user to Oracle Machine Leamina (OML) Notebooks?

A) Add the user's full name and email ID in the Oracle Machine Learning Management User Interface.
B) Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.
C) Issue grant commands on the database to allow access to the tables associated with the user's Oracle Machine Learning Notebooks.
D) Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.


2. When running which type of code must you use %script in Oracle Machine Learning Note-books?

A) SQL script
B) PL/SQL script
C) JSON script
D) JavaScript


3. Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)

A) Autonomous JSON Database
B) Autonomous Transaction Processing
C) Autonomous Data Warehouse
D) Oracle Application Express
E) Autonomous Dedicated Infrastructure


4. Which two statements are true about supervised machine learning?

A) There is no previously known result to guide the algorithm in building the model.
B) The learning process is directed by a previously known dependent attribute or target.
C) It does not specify a target, it can be applied to a population of interest.
D) It generally results in predictive models.
E) It is used to extract meaningful insights from raw data to improve data operational efficiency.


5. When managing Machine Learning models using the OML AutoML UI, what are the three actions that can be performed on Oracle Machine Learning (OML) models from within OML AutoML UI?

A) Create a notebook with auto-generated OML4Py code from an OML in-database model to allow for further model tweaking and batch scoring.
B) Deploy an OML in-database model to a REST endpoint.
C) Review the model statistics associated with the experiment of an ONNX-format (Open Neural Networks Exchange) model.
D) Review the model statistics associated with the experiment of an ONNX-format image classification model.
E) Review the model statistics associated with the experiment of an OML in-database model.


Solutions:

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

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