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  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • , Last Updated: Aug 14, 2026
  • 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:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

1. You are tasked with building a predictive model that can estimate the price of houses, based on attributes like number of rooms, square-footage (size), location, neighborhood attributes, year built among others.
Which three algorithms can you use to produce such a model with Oracle Machine Learning?

A) Explicit Semantic Analysis
B) Generalized Linear Model (Classification)
C) Support Vector Machine (Regression)
D) Generalized Linear Model (Regression)
E) One-Class Support Vector Machine
F) Neural Networks (Regression)


2. Which is a FALSE statement regarding Oracle Machine Learning (OML)?

A) OML provides scalable statistical functions though OML4Py and OML4R.
B) OML provides univariate and multivariate statistics.
C) OML provides integration with open source Python and R statistical analysis functions.
D) OML offerings need a separate data visualization tool for creating visualization.


3. Which statement is FALSE about Oracle Machine Learning (OML) Notebooks?

A) When visualizing a 1 million row database data using the built-in Zeppelin visualizers, OML will by default display the results on the entire table.
B) You can share notebooks with Import/Export operations.
C) You can set the output format in SQL paragraphs of a notebook.
D) Within notebook paragraphs you can switch between data views of tables, pie charts, bar charts, line plots and scatter plots.


4. To navigate to a specific notebook provided by another user, which is the correct workflow?

A) Select workspace > Select project > List notebooks > Open notebook
B) Change project > Change workspace > Open notebook
C) Change user > Open notebook > Create project
D) Create user > Change workspace > Open notebook


5. You have shared your workspace with other users. You want to allow them to run and update the notebooks. However, you do not want to provide the ability to schedule the jobs to run notebooks.
Which permission should be granted to other users?

A) Developer
B) Manager
C) Admin
D) Viewer


Solutions:

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

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