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

1z0-1096-22

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Jul 23, 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 tuning and optimization
  • 2. Classification, regression, clustering, association rules
  • 3. Model performance metrics and evaluation
  • 4. OML4SQL, OML4Py, and OML4R usage
Administration and Security10%- Access control and privileges
  • 1. Monitoring and maintenance
  • 2. User and role management for OML
  • 3. Security policies and data access permissions
OML Notebooks and Environment15%- Workspace and notebook management
  • 1. Sharing, collaboration, and job scheduling
  • 2. SQL, PL/SQL, Python, and R notebook execution
  • 3. Creating projects, workspaces, and notebooks
Data Preparation and Exploration20%- Data access and transformation
  • 1. Using OML4SQL and OML Notebooks for data exploration
  • 2. Handling missing values and outliers
  • 3. Feature engineering and normalization
  • 4. Data profiling and visualization
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
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 using Autonomous Database 2022 Specialist Sample Questions:

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

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


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


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

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


4. You are working as an application developer using Oracle Machine Learning Notebooks and want to get your project and notebooks reviewed by a subject matter expert (SME). You granted the Developer permission to the SME on the workspace.
Which two actions can be performed by the SME?

A) Create new workspaces.
B) Create new projects.
C) View and run jobs of shared notebooks.
D) View, create, run, and update any notebook in the workspace.
E) Create jobs for shared notebooks.


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


Solutions:

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

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