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

1z0-1096-22 real exams

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Aug 09, 2026

Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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 2: 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
Topic 3: 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 4: 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 5: Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Using OML4SQL and OML Notebooks for data exploration
  • 3. Handling missing values and outliers
  • 4. Feature engineering and normalization
Topic 6: Building and Evaluating Models25%- Model development and validation
  • 1. Classification, regression, clustering, association rules
  • 2. OML4SQL, OML4Py, and OML4R usage
  • 3. Model tuning and optimization
  • 4. Model performance metrics and evaluation

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. What is the correct sequence of creating items in Oracle Machine Learning (OML) Notebooks when setting up a new Autonomous Database instance?

A) Workspace, OML User, Notebook, Jobs
B) OML User, Notebook, Job
C) Job, Project, Workspace, Notebook
D) Notebook, Job, Project, OML User


2. Which three statements are true about unsupervised machine learning?

A) There is no previously known result to guide the algorithm in building the model.
B) It analyzes cases where the target value is already known.
C) It can be used as a preliminary step for supervised algorithms.
D) It uses unlabeled data.


3. Which output formats are supported by the SET SQLFORMAT command? (Choose three.)

A) HTML
B) CSV
C) TXT
D) JSON


4. An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)

A) Algorithm
B) Parameters
C) Data Source
D) Prediction Type
E) Prediction Target


5. You want to predict which customers are likely to increase spending if given an additional credit card. Your task is to build a model using demographic and aggregated credit card data for customers who have used similar cards in the past.
Which machine learning technique should you use to achieve this?

A) Regression
B) Attribute Importance
C) Classification
D) Feature Extraction


Solutions:

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

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