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

1z0-1096-22 Exam Questions
  • Exam Code: 1z0-1096-22
  • Exam Name: Oracle Machine Learning using Autonomous Database 2022 Specialist
  • Updated: Aug 02, 2026
  • Q & A: 75 Questions and Answers
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Oracle 1z0-1096-22 Exam Syllabus Topics:

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

Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:

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

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


2. You have developed a notebook in an Autonomous Database (ADB) and you need to share the notebook with your colleague to run on a different ADB instance.
How should you enable your colleague to work with this notebook?

A) Make the notebook public.
B) Save the notebook in .csv format and have your colleague import this notebook.
C) Save the notebook as a shared template.
D) Export the notebook in . json format and have your colleague import this notebook.


3. Which three types of templates are available in Oracle Machine Learning Notebooks?

A) Shared templates
B) Personal templates
C) Example templates
D) Custom templates
E) Public templates


4. Which two components support in-database automatic machine learning (AutoML) functionality?

A) OML4R
B) Oracle Data Miner
C) OML AutoML UI
D) OML4SQL
E) OML4Py
F) OML Services a


5. A user with Developer permission is trying to create a job on an existing notebook that is shared. However, the user is unable to do so. What is the reason?

A) A developer cannot create jobs for notebooks that are shared.
B) The specified job already exists.
C) The user requires the Create Job role.
D) The notebook contains code with syntax errors, which need to be corrected first.


Solutions:

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

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