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

  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Jul 16, 2026
  • Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Building and Evaluating Models25%- Model development and validation
  • 1. Model performance metrics and evaluation
  • 2. Model tuning and optimization
  • 3. Classification, regression, clustering, association rules
  • 4. OML4SQL, OML4Py, and OML4R usage
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 Fundamentals15%- Machine learning concepts and paradigms
  • 1. OML components and integration with Autonomous Database
  • 2. Supervised, unsupervised, and semi-supervised learning
  • 3. In-database machine learning architecture
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
Data Preparation and Exploration20%- Data access and transformation
  • 1. Data profiling and visualization
  • 2. Handling missing values and outliers
  • 3. Feature engineering and normalization
  • 4. Using OML4SQL and OML Notebooks for data exploration
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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. You want to analyze the spike in sales during weekends in India (Saturday and Sunday) and also perform a similar analysis for weekends in Dubai (Friday and Saturday). You will be reusing these notebooks in similar situations over time. You do not want to share them with other users.
Which template should you use?

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


2. Which two Oracle Cloud services are Integrated with Oracle Machine Learning?

A) Oracle Analytics Cloud
B) Oracle Autonomous Database
C) Oracle GoldenGate
D) Oracle Stream Analytics


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

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


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

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


5. Which notebook technology is used for Oracle Machine Learning in Oracle Autonomous Database?

A) Jupyter Notebook
B) Zeppelin Notebook
C) Google Colab
D) Polynote


Solutions:

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

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