Get 1z0-1096-22 Actual Free Exam Q&As to Prepare for Your Oracle Certification
Oracle Actual Free Exam Questions And Answers
NEW QUESTION 18
Which three are unsupervised machine learning algorithms?
- A. Logistical Regression
- B. Naive Bayes
- C. Association rule
- D. K-means clustering
- E. Random Forest
- F. Principal Component Analysis
Answer: C,D,F
Explanation:
Unsupervised machine learning uses a more independent approach, in which a computer learns to identify complex processes and patterns without a human providing close, constant guidance. Unsupervised machine learning involves training based on data that does not have labels or a specific, defined output. To continue the childhood teaching analogy, unsupervised machine learning is akin to a child learning to identify fruit by observing colors and patterns, rather than memorizing the names with a teacher's help. The child would look for similarities between images and separate them into groups, assigning each group its own new label. Examples of unsupervised machine learning algorithms include k-means clustering, principal and independent component analysis, and association rules.
NEW QUESTION 19
Which two statements are true about Classification algorithms?
- A. They predict numeric values along a continuum.
- B. They extract rules using unsupervised learning.
- C. They assign cases to target categories.
- D. They require known outcomes to guide the learning process.
Answer: C,D
NEW QUESTION 20
Which statement is FALSE about OML Notebooks?
- A. An existing database user cannot be added as an OML user using the User Management Interface.
- B. You must have the Administrator role to access the OML User Management Interface.
- C. The administrator is not authorized to run notebooks.
- D. You must have the Administrator role to access the compute resources page.
Answer: A
NEW QUESTION 21
Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role?
- A. Share notebooks with other OML users.
- B. Save scripts to the Python script repository.
- C. Transfer OML workspace to other users.
- D. Create and execute OML Notebooks.
Answer: A,B,D
NEW QUESTION 22
Which machine learning algorithm allows the system to identify patterns within data sets on its own?
- A. Supervised Learning
- B. Reinforcement Learning
- C. Unsupervised Learning
- D. Semi-supervised Learning
Answer: C
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guid
NEW QUESTION 23
Which three statements are true about Oracle Machine Learning Notebooks?
- A. It provides a web-based interface for data analysis.
- B. It is used for data preparation and exploration.
- C. It is used to manage and monitor database objects.
- D. It is used to create low-code applications.
- E. It is used to access machine learning algorithms.
Answer: A,B,E
NEW QUESTION 24
Which option would you use to load data from Object Storage into an Oracle Autonomous Database?
- A. DBMS_Cloud package
- B. SQL*Loader
- C. Expdp
- D. Oracle SQL Developer Web
Answer: A
Explanation:
Explanation
About Data Loading: Autonomous Database provides the following loading options: You can load data using Oracle Database Actions. You can load data using Oracle Database tools and Oracle or other 3rd party data integration tools. On transaction processing systems you traditionally ingest data through routine transactions or with DML operations. In general you load data from files local to your client computer or from files stored in a cloud-based object store. To load data from files in the cloud, use either Oracle Database Actions or use the Autonomous Database PL/SQL package DBMS_CLOUD to load files from the cloud. For the fastest data loading experience Oracle recommends uploading the source files to a cloud-based object store, such as Oracle Cloud Infrastructure Object Storage, before loading the data into your database. Oracle provides support for loading files that are located locally in your data center, but when using this method of data loading you should factor in the transmission speeds across the Internet which may be significantly slower. For more information on Oracle Cloud Infrastructure Object Storage, see Putting Data into Object Storage and Overview of Object Storage. Note: If you are not using ADMIN user, ensure the user has the necessary privileges for the operations the user needs to perform. See Manage User Privileges on Autonomous Database - Connecting with a Client Tool for more information.
NEW QUESTION 25
Which two statements are true about OML AutoML UI? (Choose two.)
- A. When creating a notebook from an experiment-produced Model, the top algorithm in the Leader Board is automatically selected and converted to OML4Py code.
- B. An Experiment can be run with two possible options: Faster Results or Better Accuracy.
- C. 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.
- D. Automates key modeling steps such as algorithm selection, feature selection, and hy-perparameter tuning.
Answer: B,D
Explanation:
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 26
Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role? (Choose three.)
- A. Share notebooks with other OML users.
- B. Save scripts to the Python script repository.
- C. Transfer OML workspace to other users.
- D. Create and execute OML Notebooks.
Answer: A,B,D
NEW QUESTION 27
An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options? (Choose three.)
- A. Prediction Target
- B. Prediction Type
- C. Algorithm
- D. Data Source
- E. Parameters
Answer: A,B,D
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/create-experiment.html
NEW QUESTION 28
Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?
- A. Job
- B. Project
- C. Workspace
- D. Notebook
Answer: D
Explanation:
https://docs.oracle.com/en/cloud/paas/autonomous-database/adbsa/create-notebooks-oml.html#GUID-0F489564-A628-478E-9898-1F94B0441026
NEW QUESTION 29
Which task is NOT required by an Administrator when adding a new user to Oracle Machine Leamina (OML) Notebooks?
- A. Issue grant commands on the database to allow access to the tables associated with the user's Oracle Machine Learning Notebooks.
- B. Add the user's full name and email ID in the Oracle Machine Learning Management User Interface.
- C. Provide the user with an Autonomous Data Warehouse client wallet for remote authentication.
- D. Create an OML username and password for the user in the Oracle Machine Learning Management User Interface.
Answer: B
NEW QUESTION 30
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 as a shared template.
- C. Save the notebook in .csv format and have your colleague import this notebook.
- D. Export the notebook in . json format and have your colleague import this notebook.
Answer: C
NEW QUESTION 31
You have shared your workspace with other users. You want to allow them to run and update the notebooks.
However, you do not want to provide the ability to schedule the jobs to run notebooks.
Which permission should be granted to other users?
- A. Viewer
- B. Manager
- C. Developer
- D. Admin
Answer: A
NEW QUESTION 32
Which step in the AutoML pipeline involves reducing the size of the large data set into a smaller data set that adequately represents the original?
- A. Algorithm Selection
- B. Adaptive Sampling
- C. Hyperparameter Tuning
- D. Model Selection
- E. Feature Selection
Answer: E
Explanation:
Explanation
https://oralytics.com/2021/03/15/oml4py-automl-an-example/
NEW QUESTION 33
......
1z0-1096-22 Questions Truly Valid For Your Oracle Exam: https://quizguide.actualcollection.com/1z0-1096-22-exam-questions.html