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: Jul 28, 2026

Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
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
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
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
Building and Evaluating Models25%- Model development and validation
  • 1. Model tuning and optimization
  • 2. Classification, regression, clustering, association rules
  • 3. Model performance metrics and evaluation
  • 4. OML4SQL, OML4Py, and OML4R usage
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
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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

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

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


2. 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) Attribute Importance
B) Classification
C) Feature Extraction
D) Regression


3. Two users at different locations are collaborating on a project by editing the same notebook. Which type of notebook should they use for collaboration?

A) Public Notebook
B) Example notebook
C) Personal Notebook
D) Shared Notebook


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

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


5. A supermarket needs to segment its customers based on their purchasing pattern. Which machine learning technique should you use to achieve this?

A) Association Rules
B) Clustering
C) Anomaly Detection
D) Regression


Solutions:

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

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