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

1z0-1096-22 Exam Simulator
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Jul 21, 2026
  • Q & A: 75 Questions and Answers
  • Oracle 1z0-1096-22 Q&A - in .pdf

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Creating projects, workspaces, and notebooks
  • 2. SQL, PL/SQL, Python, and R notebook execution
  • 3. Sharing, collaboration, and job scheduling
Topic 2: Building and Evaluating Models25%- Model development and validation
  • 1. OML4SQL, OML4Py, and OML4R usage
  • 2. Model tuning and optimization
  • 3. Model performance metrics and evaluation
  • 4. Classification, regression, clustering, association rules
Topic 3: Administration and Security10%- Access control and privileges
  • 1. User and role management for OML
  • 2. Security policies and data access permissions
  • 3. Monitoring and maintenance
Topic 4: 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
Topic 5: 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 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 three SQL commands are restricted in an Autonomous Database?

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


2. Which category of machine learning algorithms does One-Class SVM fall under?

A) Anomaly Detection
B) Clustering
C) Classification
D) Regression


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

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


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) It is used to extract meaningful insights from raw data to improve data operational efficiency.
C) The learning process is directed by a previously known dependent attribute or target.
D) It does not specify a target, it can be applied to a population of interest.
E) It generally results in predictive models.


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

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


Solutions:

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

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