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Oracle 1z0-1096-22 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Preparation and Exploration | 20% | - Data access and transformation
|
| Topic 2: Oracle Machine Learning Fundamentals | 15% | - Machine learning concepts and paradigms
|
| Topic 3: OML Notebooks and Environment | 15% | - Workspace and notebook management
|
| Topic 4: Building and Evaluating Models | 25% | - Model development and validation
|
| Topic 5: AutoML and Model Management | 15% | - Automated machine learning
|
| Topic 6: Administration and Security | 10% | - Access control and privileges
|
Oracle Machine Learning using Autonomous Database 2022 Specialist Sample Questions:
Question 1
Which two statements are true about OML AutoML UI? (Choose two.)
A. An Experiment returns a single machine learning model, on successful execution Pro-vides Classification Prediction Type for numeric data and Regression Prediction Type for non-numeric data.
B. When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
C. An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
D. Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
Question 2
You have created an Oracle Machine Learning notebook and want to share it with another collaborator. However, you do not want to provide the ability to run or modify the notebook in your workspace.
Which three options can be used to do this?
A. Provide the user Developer permission to your workspace.
B. Provide the user Viewer permission to your workspace.
C. Share the notebook as a Shared Oracle Machine Learning Template.
D. Export the notebook and import it into the other user's project.
Question 3
Which two components support in-database automatic machine learning (AutoML) functionality?
A. OML4SQL
B. Oracle Data Miner
C. OML4R
D. OML Services a
E. OML4Py
F. OML AutoML UI
Question 4
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. Save the notebook in .csv format and have your colleague import this notebook.
B. Export the notebook in . json format and have your colleague import this notebook.
C. Save the notebook as a shared template.
D. Make the notebook public.
Question 5
Which task is NOT required by an Administrator when adding a new user to Oracle Machine Leamina (OML) Notebooks?
A. Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.
B. Issue grant commands on the database to allow access to the tables associated with the user's Oracle Machine Learning Notebooks.
C. Add the user's full name and email ID in the Oracle Machine Learning Management User Interface.
D. Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.
Solutions:
| Question 1 Answer: C,D | Question 2 Answer: A,B,C | Question 3 Answer: E,F | Question 4 Answer: B | Question 5 Answer: C |
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