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The exam is intended for individuals who have a good understanding of machine learning concepts, algorithms, and techniques. Additionally, candidates must have experience with the Oracle Autonomous Database environment, including knowledge of SQL, PL/SQL, and database management. By taking this exam, candidates can demonstrate their ability to design and implement machine learning models in the Oracle Autonomous Database environment.
NEW QUESTION # 26
Which two are required by an administrator while adding a new user to Oracle Machine Learning (OML) Notebooks?
- A. OML username and password
- B. Autonomous Database (ADB) name
- C. User's name and email ID
- D. Wallet information to connect to ADB
- E. Privileges to be provided
Answer: A,C
NEW QUESTION # 27
Which two templates are supported while saving a notebook?
- A. Example
- B. Personal
- C. Shared
- D. Public
Answer: B,C
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/notebooks-templates.html
NEW QUESTION # 28
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 as a shared template.
- B. Save the notebook in .csv format and have your colleague import this notebook.
- C. Make the notebook public.
- D. Export the notebook in . json format and have your colleague import this notebook.
Answer: B
NEW QUESTION # 29
Which step is not required to be performed by an administrator when adding a new user to Oracle Machine Learning (OML) Notebooks?
- A. Issue grant commands on tables from other schemas to allow access from shared notebooks.
- 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. Provide the user with Autonomous Database client wallet for remote credentials.
Answer: D
NEW QUESTION # 30
Which category of machine learning algorithms does One-Class SVM fall under?
- A. Classification
- B. Regression
- C. Clustering
- D. Anomaly Detection
Answer: D
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guide.pdf
NEW QUESTION # 31
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. Developer
- B. Editor
- C. Manager
- D. Viewer
Answer: A
NEW QUESTION # 32
Which three data sources can be immediately used for model building in Oracle Machine Learning?
- A. Oracle Database External tables
- B. CSV files
- C. JSON files
- D. Oracle Database views
- E. Oracle Database tables
Answer: A,C,E
NEW QUESTION # 33
Which two Oracle Cloud services are Integrated with Oracle Machine Learning?
- A. Oracle Autonomous Database
- B. Oracle Stream Analytics
- C. Oracle GoldenGate
- D. Oracle Analytics Cloud
Answer: A,D
NEW QUESTION # 34
Which two types of permissions allow you tables and run any script on an owner's account?
- A. Developer
- B. Viewer
- C. Guest
- D. Manager
Answer: A,D
NEW QUESTION # 35
Which three types of permissions can be granted to a user to collaborate and access a workspace in Oracle Machine Learning Notebooks?
- A. Developer
- B. Administrator
- C. Viewer
- D. Guest
- E. Manager
Answer: A,C,E
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/workspace-permissions.html
NEW QUESTION # 36
Which of the following is not type of a workspace permission that can be granted to other users?
- A. Manager
- B. Developer
- C. Viewer
- D. Contributor
Answer: D
NEW QUESTION # 37
Which type of machine learning algorithm is used to deal with noise in incoming data?
- A. Classification
- B. Regression
- C. Clustering
- D. Dimensionality Reduction
Answer: D
Explanation:
https://blogs.oracle.com/machinelearning/post/using-svd-for-dimensionality-reduction
NEW QUESTION # 38
To navigate to a specific notebook provided by another user, which is the correct workflow?
- A. Change project > Change workspace > Open notebook
- B. Create user > Change workspace > Open notebook
- C. Select workspace > Select project > List notebooks > Open notebook
- D. Change user > Open notebook > Create project
Answer: C
Explanation:
https://apexapps.oracle.com/pls/apex/dbpm/r/livelabs/view-workshop?wid=891&clear=180&session=109742845155042
NEW QUESTION # 39
Which is NOT a supervised learning algorithm?
- A. Support Vector Machines
- B. Hierarchical K-Means
- C. Naive Bayes
- D. Decision Tree
- E. Stepwise Linear Regression
Answer: C
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4py/1/mlpug/about-machine-learning-algorithm
NEW QUESTION # 40
Examine the output:
- A. SET SQLFORMAT LOADER
- B. SET SQLFORMAT ANSICONSOLE
- C. SET SQLFORMAT FIXED
- D. SET SQLFORMAT DELIMITED
Answer: A
NEW QUESTION # 41
Which three actions can be performed by an Administrator in Oracle Machine Learning (OML) Notebooks?
- A. Create, edit and delete OML users.
- B. Create, run and delete notebooks.
- C. Create and run jobs.
- D. Reassign workspaces to users.
- E. View notebooks.
Answer: A,D,E
NEW QUESTION # 42
Which statement is FALSE about OML Notebooks?
- A. The administrator is not authorized to run notebooks.
- B. You must have the Administrator role to access the compute resources page.
- C. You must have the Administrator role to access the OML User Management Interface.
- D. An existing database user cannot be added as an OML user using the User Management Interface.
Answer: D
NEW QUESTION # 43
Which three statements are true about Oracle Machine Learning Notebooks?
- A. It is used to create low-code applications.
- B. It is used to access machine learning algorithms.
- C. It is used for data preparation and exploration.
- D. It is used to manage and monitor database objects.
- E. It provides a web-based interface for data analysis.
Answer: B,C,E
NEW QUESTION # 44
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. An Experiment can be run with two possible options: Faster Results or Better Accura-cy.
- C. Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
- D. When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
Answer: B,C
Explanation:
https://www.oracle.com/a/tech/docs/otn-batch1/oml-automl-ui-tech-brief.pdf https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/create-experiment.html
NEW QUESTION # 45
Which two components support in-database automatic machine learning (AutoML) functionality?
- A. OML4R
- B. OML AutoML UI
- C. OML Services a
- D. OML4Py
- E. Oracle Data Miner
- F. OML4SQL
Answer: B,D
Explanation:
https://www.oracle.com/a/tech/docs/technical-resources/oml-technical-brief.pdf
NEW QUESTION # 46
Which three are supervised machine learning algorithms?
- A. Support Vector Machines
- B. Linear Regression
- C. Random Forest
- D. Association rule
- E. K-means clustering
Answer: A,B,C
NEW QUESTION # 47
Which category of machine learning algorithms does One-Class SVM fall under?
- A. Classification
- B. Regression
- C. Clustering
- D. Anomaly Detection
Answer: D
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guid
NEW QUESTION # 48
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