Oracle 1z0-1096-22 Q&A - in .pdf

  • 1z0-1096-22 pdf
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Jul 18, 2026
  • Q & A: 75 Questions and Answers
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  • Q & A: 75 Questions and Answers
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  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionWeightObjectives
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. SQL, PL/SQL, Python, and R notebook execution
  • 2. Creating projects, workspaces, and notebooks
  • 3. Sharing, collaboration, and job scheduling
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
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
Building and Evaluating Models25%- Model development and validation
  • 1. Model tuning and optimization
  • 2. OML4SQL, OML4Py, and OML4R usage
  • 3. Classification, regression, clustering, association rules
  • 4. Model performance metrics and evaluation
Oracle Machine Learning Fundamentals15%- Machine learning concepts and paradigms
  • 1. Supervised, unsupervised, and semi-supervised learning
  • 2. In-database machine learning architecture
  • 3. OML components and integration with Autonomous Database
Administration and Security10%- Access control and privileges
  • 1. Security policies and data access permissions
  • 2. Monitoring and maintenance
  • 3. User and role management for OML

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. Which two can be performed by an Administrator in Oracle Machine Learning Notebooks? (Choose two.)

A) Run noteboooks
B) View notebooks in read-only mode
C) Manage any notebook
D) Reassign user workspace


2. You are using Oracle Machine Learning with Autonomous Database for the first time. After creating an Autonomous Database, what is the next step that you have to perform?

A) Create an ML notebook
B) Create a compartment
C) Connect to the Database
D) Create an OML user


3. Examine the command:
%sql
SELECT CUST_MARITAL_STATUS, MEDIAN <COST_CREDIT__LIMIT)
FROM SH. CUSTOMERS GROUP BY CUST_MARITAL_STATUS;
Which statement is true about running this command where the table has columns cust_maritax._statu3 (VARCHAR2) and cost_credit_limit (number) with 100k rows of non-null data?

A) It will return a customer's marital status and credit limit grouped by marital status
B) It will return the marital status and credit limit of each customer.
C) It will return the median value of customer credit limit grouped by marital status.
D) It will return an error.


4. What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?

A) Model selection, Algorithm selection
B) Model tuning. Algorithm selection. Feature selection
C) Algorithm selection, Feature selection. Model tuning
D) Model selection, Algorithm selection


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

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


Solutions:

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

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