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Practice with 1z0-1096-22 Dumps for Oracle Autonomous Database Certified Exam Questions & Answer

NEW QUESTION 24
When managing models using the Model Repository screen from the OML AutoML UI, what are the four operations a user can do to models and model deployments?

• A. Deploy an existing Oracle Machine Learning in-database model as a REST endpoint in OML Services.
• B. Change the namespace of a previously deployed OML in-database model.
• C. Change the owner of a previously deployed OML in-database model.
• D. Delete an existing OML in-database model.
• E. Undeploy a previously deployed OML in-database model.
• F. Change the deployment date of a previously deployed OML in-database model.

Answer: A,B,D,E

 

NEW QUESTION 25
Which machine learning algorithm allows the system to identify patterns within data sets on its own?

• A. Semi-supervised Learning
• B. Supervised Learning
• C. Reinforcement Learning
• D. Unsupervised Learning

Answer: D

Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guid

 

NEW QUESTION 26
Which notebook technology is used for Oracle Machine Learning in Oracle Autonomous Database?

• A. Zeppelin Notebook
• B. Jupyter Notebook
• C. Google Colab
• D. Polynote

Answer: A

Explanation:
Oracle Machine Learning Notebooks is an Apache Zeppelin-based collaborative web-based inter-face that provides a development environment to create machine learning notebooks where you can perform data exploration and visualizations, data preparation and machine learning. https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/get-started-oracle-machine-learning.html

 

NEW QUESTION 27
Which category of machine learning algorithms does One-Class SVM fall under?

• A. Classification
• B. Anomaly Detection
• C. Regression
• D. Clustering

Answer: B

Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guide.pdf

 

NEW QUESTION 28
You want to predict which customers are likely to increase spending if given an additional credit card. Your task is to build a model using demographic and aggregated credit card data for customers who have used similar cards in the past.
Which machine learning technique should you use to achieve this?

• A. Classification
• B. Feature Extraction
• C. Regression
• D. Attribute Importance

Answer: D

 

NEW QUESTION 29
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 Viewer permission to your workspace.
• B. Export the notebook and import it into the other user's project.
• C. Share the notebook as a Shared Oracle Machine Learning Template.
• D. Provide the user Developer permission to your workspace.

Answer: A,C,D

 

NEW QUESTION 30
Which three services can be used to access Oracle Machine Learning Notebooks? (Choose three.)

• A. Autonomous Dedicated Infrastructure
• B. Autonomous Transaction Processing
• C. Oracle Application Express
• D. Autonomous JSON Database
• E. Autonomous Data Warehouse

Answer: B,D,E

Explanation:
Explanation
Oracle Machine Learning Notebooks Increase data scientist and developer productivity and reduce their learning curve with familiar open source-based Apache Zeppelin notebook technology. Note-books support SQL, PL/SQL, Python, and markdown interpreters for Oracle Autonomous Database so users can work with their language of choice when developing models. View interactive product tour Oracle Machine Learning Notebooks with Autonomous Data Warehouse documentation Oracle Machine Learning Notebooks with Autonomous Transaction Processing documentation Oracle Machine Learning Notebooks with Autonomous JSON Database documentation

 

NEW QUESTION 31
What is the proper workflow for analyzing data in Oracle Machine Learning?

• A. Prepare the data, build the model, evaluate the model, and deploy the model.
• B. Build the model, prepare the data, evaluate the model, and deploy the model.
• C. Evaluate the model, prepare the data, build the model, and deploy the model.
• D. Get predictions from the model, prepare the data, build the model, and deploy the model

Answer: A

 

NEW QUESTION 32
Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?

• A. Provide the user with Autonomous Database client wallet for remote credentials.
• B. Create an OML username and password for the user in the Oracle Machine Learning User Management interface.
• C. Add the user's name and email ID in the Oracle Machine Learning User Management interface.
• D. Issue grant commands on tables from other schemas to allow access from shared notebooks.

Answer: A

 

NEW QUESTION 33
What is the correct sequence of function invocations of AutoML API from OML4Py to solve a business problem?

• A. Model tuning. Algorithm selection. Feature selection
• B. Model selection, Algorithm selection
• C. Algorithm selection, Feature selection. Model tuning
• D. Model selection, Algorithm selection

Answer: C

 

NEW QUESTION 34
In which format is an Oracle Machine Learning Notebooks notebook saved or exported?

• A. custom binary format
• B. XML
• C. JSON
• D. CSV

Answer: C

 

NEW QUESTION 35
Which two types of permissions allow you tables and run any script on an owner's account?

• A. Manager
• B. Developer
• C. Viewer
• D. Guest

Answer: A,B

 

NEW QUESTION 36
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 as a shared template.
• C. Make the notebook public.
• D. Save the notebook in .csv format and have your colleague import this notebook.

Answer: A

 

NEW QUESTION 37
Which three types of permissions can be granted to a user to collaborate and access a workspace in Oracle Machine Learning Notebooks?

• A. Administrator
• B. Viewer
• C. Manager
• D. Developer
• E. Guest

Answer: B,C,D

Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/workspace-permissions.html

 

NEW QUESTION 38
When managing models using the Model Repository screen from the OML AutoML UI, what are the four operations a user can do to models and model deployments?

• A. Deploy an existing Oracle Machine Learning in-database model as a REST endpoint in OML Services.
• B. Change the deployment date of a previously deployed OML in-database model.
• C. Change the namespace of a previously deployed OML in-database model.
• D. Delete an existing OML in-database model.
• E. Change the owner of a previously deployed OML in-database model.
• F. Undeploy a previously deployed OML in-database model.

Answer: A,B,C,E

 

NEW QUESTION 39
You are creating a job that should run a notebook every hour. You want to make sure that the job does not run repeatedly if there are more than five consecutive failures to run the job.
Which option should you set while creating the job?

• A. Maximum Number of Runs
• B. Minimum Failure Allowed
• C. Timeout in Minutes
• D. Maximum Failure Allowed

Answer: D

 

NEW QUESTION 40
Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role?

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

Answer: A,C,D

 

NEW QUESTION 41
Which two templates are supported while saving a notebook?

• A. Example
• B. Personal
• C. Shared
• D. Public

Answer: B,C

Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/notebooks-templates.html

 

NEW QUESTION 42
What are three key features of Oracle Machine Learning Notebooks?

• A. They support SQL, PL/SQL, JavaScript, and PHP scripting languages.
• B. They support integration with Oracle Data Miner-ID
• C. They provide a collaborative notebook interface on Oracle Autonomous Database.
• D. They enable access to in database implementation of machine learning algorithms.
• E. They enable job scheduling of notebooks on a recurring schedule.

Answer: A,B,E

 

NEW QUESTION 43
Which three tasks can be performed by an Oracle Machine Learning (OML) user with the Developer role?

• A. Create and run OML notebooks.
• B. Create other OML users.
• C. Transfer OML workspace to other users.
• D. Edit Example templates.
• E. Create and run scratchpads.
• F. Share notebooks.

Answer: A,E,F

 

NEW QUESTION 44
Which three actions can be performed by an Administrator in Oracle Machine Learning (OML) Notebooks?

• A. Create and run jobs.
• B. Create, run and delete notebooks.
• C. Reassign workspaces to users.
• D. View notebooks.
• E. Create, edit and delete OML users.

Answer: A,D,E

 

NEW QUESTION 45
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

Answer: A

 

NEW QUESTION 46
Which three types of permissions can be granted to a user to collaborate and access a workspace in Oracle Machine Learning Notebooks?

• A. Administrator
• B. Viewer
• C. Manager
• D. Developer
• E. Guest

Answer: B,C,D

Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/workspace-permissions.html

 

NEW QUESTION 47
Which three actions can be performed by an Administrator in Oracle Machine Learning (OML) Notebooks?

• A. Create and run jobs.
• B. Create, run and delete notebooks.
• C. Reassign workspaces to users.
• D. View notebooks.
• E. Create, edit and delete OML users.

Answer: C,D,E

 

NEW QUESTION 48
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