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Oracle 1z0-1096-22

1z0-1096-22

Exam Code: 1z0-1096-22

Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist

Updated: Aug 02, 2026

Q&A Number: 75 Q&As

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Oracle 1z0-1096-22 Exam Syllabus Topics:

SectionObjectives
Topic 1: Oracle Machine Learning Environment- Oracle Machine Learning Components
  • 1. OML Notebooks
  • 2. Job Scheduling
  • 3. Notebook Sharing and Permissions
  • 4. User and Workspace Management
  • 5. Workspaces and Templates
Topic 2: AutoML and In-Database Machine Learning- Automated Machine Learning
  • 1. Feature Selection
  • 2. Model Tuning
  • 3. Algorithm Selection
  • 4. AutoML Experiments
Topic 3: Administration and Security- Administration Tasks
  • 1. User Administration
  • 2. Security and Access Control
  • 3. Workspace Administration
  • 4. Privileges and Roles
Topic 4: Building and Evaluating Models- Model Development
  • 1. Regression Models
  • 2. Model Scoring
  • 3. Association Rules
  • 4. Clustering Models
  • 5. Model Evaluation
  • 6. Classification Models
Topic 5: Oracle Machine Learning Fundamentals- Machine Learning Concepts
  • 1. Anomaly Detection
  • 2. Unsupervised Learning
  • 3. Supervised Learning
  • 4. Classification
  • 5. Clustering
  • 6. Regression
Topic 6: Data Preparation and Exploration- Data Analysis
  • 1. Data Transformation
  • 2. Feature Engineering
  • 3. Data Visualization
  • 4. Data Collection
  • 5. Normalization
  • 6. Missing Value Treatment
Topic 7: Oracle Machine Learning Notebooks- Notebook Development
  • 1. SQL Notebooks
  • 2. Python Notebooks
  • 3. Notebook Forms
  • 4. Notebook Templates
  • 5. Collaboration Features

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)

A) Parameters
B) Data Source
C) Prediction Type
D) Algorithm
E) Prediction Target


2. Which output formats are supported by the SET SQLFORMAT command? (Choose three.)

A) HTML
B) CSV
C) JSON
D) TXT


3. Which two statements are true about supervised machine learning?

A) The learning process is directed by a previously known dependent attribute or target.
B) It generally results in predictive models.
C) It is used to extract meaningful insights from raw data to improve data operational efficiency.
D) There is no previously known result to guide the algorithm in building the model.
E) It does not specify a target, it can be applied to a population of interest.


4. When running which type of code must you use %script in Oracle Machine Learning Note-books?

A) SQL script
B) PL/SQL script
C) JSON script
D) JavaScript


5. Which three data sources can be immediately used for model building in Oracle Machine Learning?

A) JSON files
B) CSV files
C) Oracle Database views
D) Oracle Database External tables
E) Oracle Database tables


Solutions:

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

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