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: Aug 30, 2026
  • Q & A: 75 Questions and Answers

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Oracle 1z0-1096-22 exam simulator

Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Administration and Security10%- Access control and privileges
  • 1. Security policies and data access permissions
  • 2. User and role management for OML
  • 3. Monitoring and maintenance
Topic 2: Building and Evaluating Models25%- Model development and validation
  • 1. OML4SQL, OML4Py, and OML4R usage
  • 2. Classification, regression, clustering, association rules
  • 3. Model performance metrics and evaluation
  • 4. Model tuning and optimization
Topic 3: 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 4: 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 5: 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
Topic 6: OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Creating projects, workspaces, and notebooks
  • 2. Sharing, collaboration, and job scheduling
  • 3. SQL, PL/SQL, Python, and R notebook execution

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

Question 1

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

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


Question 2

Which machine learning algorithm allows the system to identify patterns within data sets on its own?

A. Unsupervised Learning
B. Supervised Learning
C. Semi-supervised Learning
D. Reinforcement Learning


Question 3

Which step in the AutoML pipeline involves reducing the size of the large data set into a small-er data set that adequately represents the original?

A. Model Selection
B. Hyperparameter Tuning
C. Algorithm Selection
D. Feature Selection
E. Adaptive Sampling


Question 4

Which two are required by an administrator while adding a new user to Oracle Machine Learning (OML) Notebooks?

A. Privileges to be provided
B. OML username and password
C. Autonomous Database (ADB) name
D. Wallet information to connect to ADB
E. User's name and email ID


Question 5

What is the proper workflow for analyzing data in Oracle Machine Learning?

A. Get predictions from the model, prepare the data, build the model, and deploy the model
B. Evaluate the model, prepare the data, build the model, and deploy the model.
C. Prepare the data, build the model, evaluate the model, and deploy the model.
D. Build the model, prepare the data, evaluate the model, and deploy the model.


Solutions:

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

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