Oracle 1Z0-1096-21 Exam Questions : Oracle Machine Learning using Autonomous Database 2021 Specialist

  • Exam Code: 1Z0-1096-21
  • Exam Name: Oracle Machine Learning using Autonomous Database 2021 Specialist
  • Updated: Sep 23, 2026
  • Q&As: 55 Questions and Answers

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Quality is a word every site uses, but for the Oracle Machine Learning using Autonomous Database 2021 Specialist question bank at PassSureExam it has a concrete meaning — 55+ Q&As covering the Oracle Machine Learning using Autonomous Database 2021 Specialist objectives, every answer verified, and a regular feedback loop that keeps the material honest.

Oracle 1Z0-1096-21 Exam Overview:

Certification Vendor:Oracle
Exam Name:Oracle Machine Learning using Autonomous Database 2021 Specialist
Exam Number:1Z0-1096-21
Exam Format:Multiple Response, Multiple Choice
Related Certifications:Oracle Cloud Data Science
Oracle Machine Learning
Oracle Autonomous Database
Exam Duration:90 minutes
Available Languages:English
Recommended Training:Oracle Machine Learning on Autonomous Database Training
Exam Registration:Oracle Certification Registration
Sample Questions:Free Download 1Z0-1096-21 exam demo
Exam Way:Online proctored exam or testing center (Oracle-approved delivery partners)
Pre Condition:Basic understanding of SQL, data analysis, and machine learning concepts is recommended.
Official Syllabus URL:https://education.oracle.com

Oracle 1Z0-1096-21 Exam Syllabus Topics:

SectionObjectives
Topic 1: Oracle Machine Learning Fundamentals- Introduction to Oracle Machine Learning on Autonomous Database
  • 1. OML architecture and components
    • 2. Autonomous Database integration overview
      Topic 2: Oracle Machine Learning Tools and APIs- OML4SQL and OML Notebooks
      • 1. Notebook-based development
        • 2. SQL-based machine learning workflows
          - OML4Py (Python integration)
          • 1. Data science workflows in Python
            • 2. Python API usage with Autonomous Database
              Topic 3: Data Preparation and Exploration- Data access and manipulation in Autonomous Database
              • 1. SQL data preparation techniques
                • 2. Data cleansing and transformation
                  - Feature engineering
                  • 1. Handling missing and categorical data
                    • 2. Feature selection and creation
                      Topic 4: Model Development and Deployment- Model training and evaluation
                      • 1. Model selection and tuning
                        • 2. Performance evaluation metrics
                          - Model deployment in Autonomous Database
                          • 1. Model scoring and inference
                            • 2. Operationalizing machine learning models
                              Topic 5: Machine Learning Models in OML- Unsupervised learning
                              • 1. Anomaly detection
                                • 2. Clustering techniques
                                  - Supervised learning
                                  • 1. Regression algorithms
                                    • 2. Classification algorithms

                                      Oracle Machine Learning using Autonomous Database 2021 Specialist Questions Answered by PassSureExam

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                                      Basic understanding of SQL, data analysis, and machine learning concepts is recommended.
                                      Oracle Machine Learning on Autonomous Database Training An official course gives you structure, while the verified PassSureExam question bank gives you realistic rehearsal — the two together cover both angles of preparation.
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                                      The official Oracle Machine Learning using Autonomous Database 2021 Specialist outline weights its domains roughly like this:
                                      • Data Preparation and Exploration ()
                                      • Oracle Machine Learning Fundamentals ()
                                      • Oracle Machine Learning Tools and APIs ()
                                      Let those weights guide where your study hours go, and use the PassSureExam bank to test yourself on each domain in turn.

                                      Oracle Machine Learning using Autonomous Database 2021 Specialist Sample Questions:

                                      Question #1

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

                                      • A. Workspace, OML User, Notebook, Jobs
                                      • B. OML User, Notebook, Job
                                      • C. Notebook, Job, Project, OML User
                                      • D. Job, Project, Workspace, Notebook
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

                                      Question #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. Export the notebook in . json format and have your colleague import this notebook.
                                      • B. Save the notebook in .csv format and have your colleague import this notebook.
                                      • C. Save the notebook as a shared template.
                                      • D. Make the notebook public.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: B  🗳️

                                      Question #3

                                      Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role?

                                      • A. Transfer OML workspace to other users.
                                      • B. Share notebooks with other OML users.
                                      • C. Save scripts to the Python script repository.
                                      • D. Create and execute OML Notebooks.
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

                                      Question #4

                                      In an Oracle Machine Learning notebook, which is the correct syntax for starting a SQL script in Scratchpad?

                                      • A. %sql
                                      • B. #sql
                                      • C. Ssql
                                      • D. @sql
                                      Reveal Solution  Discussion  0

                                      Correct Answer: A  🗳️

                                      Question #5

                                      You have created a workspace in Oracle Machine Learning Notebooks and want to share it with collaborators by granting permissions to access your workspace. You want to enable other users to run and modify your notebooks but do not want to provide the ability to schedule jobs that run your notebooks.
                                      Which permission type should be granted to this user?

                                      • A. Editor
                                      • B. Manager
                                      • C. Developer
                                      • D. Viewer
                                      Reveal Solution  Discussion  0

                                      Correct Answer: C  🗳️

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