1z0-1096-22 Training & Certification Get Latest Oracle Autonomous Database Updated on Jul 29, 2023
Certification Training for 1z0-1096-22 Exam Dumps Test Engine
Oracle 1z0-1096-22 exam is intended for professionals looking for advancing their career in Machine Learning with a focus on Oracle Autonomous Database tool. 1z0-1096-22 exam provides an opportunity to become a specialist in Oracle Machine Learning and enables professionals to develop the required expertise to transform data science projects with Oracle ML algorithms. Oracle 1z0-1096-22 certification builds a strong foundation for Machine Learning concepts with an enterprise database management platform facilitating businesses to predict and take data-driven decision-making.
NEW QUESTION # 24
Which two statements are true about Classification algorithms?
- A. They predict numeric values along a continuum.
- B. They require known outcomes to guide the learning process.
- C. They extract rules using unsupervised learning.
- D. They assign cases to target categories.
Answer: A,B
NEW QUESTION # 25
Which three types of permissions can be granted to a user to collaborate and access a workspace in Oracle Machine Learning Notebooks?
- A. Manager
- B. Developer
- C. Viewer
- D. Guest
- E. Administrator
Answer: A,B,C
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/workspace-permissions.html
NEW QUESTION # 26
Which two components support in-database automatic machine learning (AutoML) functionality?
- A. OML AutoML UI
- B. OML4R
- C. OML Services a
- D. OML4SQL
- E. Oracle Data Miner
- F. OML4Py
Answer: A,F
NEW QUESTION # 27
Which four statements are true about Oracle Machine Learning on Oracle Autonomous Database?
- A. It provides an interface to monitor a database.
- B. It provides a development environment to build models and score data.
- C. It provides a collaborative web-based notebook interface.
- D. It includes parallelized in-database algorithms.
- E. It enables data analytics, data discovery, and data visualizations.
- F. It is deployed with Oracle Data Miner.
Answer: B,C,D,E
NEW QUESTION # 28
Which option would you use to load data from Object Storage into an Oracle Autonomous Da-tabase?
- A. SQL*Loader
- B. Expdp
- C. Oracle SQL Developer Web
- D. DBMS_Cloud package
Answer: D
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 rec-ommends uploading the source files to a cloud-based object store, such as Oracle Cloud Infrastruc-ture 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 Stor-age 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 # 29
What is the proper workflow for analyzing data in Oracle Machine Learning?
- A. Get predictions from the model, prepare the data, build the model, and deploy the model
- B. Build the model, prepare the data, evaluate the model, and deploy the model.
- C. Prepare the data, build the model, evaluate the model, and deploy the model.
- D. Evaluate the model, prepare the data, build the model, and deploy the model.
Answer: C
NEW QUESTION # 30
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 # 31
Which two are required by an administrator while adding a new user to Oracle Machine Learning (OML) Notebooks?
- A. Autonomous Database (ADB) name
- B. Privileges to be provided
- C. Wallet information to connect to ADB
- D. OML username and password
- E. User's name and email ID
Answer: D,E
NEW QUESTION # 32
Which is NOT a supervised learning algorithm?
- A. Hierarchical K-Means
- B. Support Vector Machines
- C. Stepwise Linear Regression
- D. Decision Tree
- E. Naive Bayes
Answer: E
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4py/1/mlpug/about-machine-learning-algorithm
NEW QUESTION # 33
Which three are supervised machine learning algorithms?
- A. Support Vector Machines
- B. Random Forest
- C. Linear Regression
- D. K-means clustering
- E. Association rule
Answer: A,B,C
NEW QUESTION # 34
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. Regression
- B. Classification
- C. Attribute Importance
- D. Feature Extraction
Answer: C
NEW QUESTION # 35
In which format is an Oracle Machine Learning Notebooks notebook saved or exported?
- A. XML
- B. custom binary format
- C. JSON
- D. CSV
Answer: C
NEW QUESTION # 36
When running which type of code must you use %script in Oracle Machine Learning Note-books?
- A. SQL script
- B. JSON script
- C. JavaScript
- D. PL/SQL script
Answer: D
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/use-scratchpad.html
NEW QUESTION # 37
Which machine learning algorithm allows the system to identify patterns within data sets on its own?
- A. Semi-supervised Learning
- B. Unsupervised Learning
- C. Supervised Learning
- D. Reinforcement Learning
Answer: B
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml4sql/21/mlsql/oracle-machine-learning-sql-guid
NEW QUESTION # 38
Which two Oracle Cloud services are Integrated with Oracle Machine Learning?
- A. Oracle GoldenGate
- B. Oracle Autonomous Database
- C. Oracle Stream Analytics
- D. Oracle Analytics Cloud
Answer: B,D
NEW QUESTION # 39
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 # 40
Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?
- A. missing value replacement
- B. data collection from various sources
- C. numeric data normalization
- D. building a machine learning model
- E. binning of numeric data
- F. performing feature engineering, such as creating derived variables
Answer: A,B,C,F
NEW QUESTION # 41
Which of the following is not type of a workspace permission that can be granted to other users?
- A. Viewer
- B. Contributor
- C. Manager
- D. Developer
Answer: B
NEW QUESTION # 42
An OML AutoML UI Experiment is a work unit that minimally contains the definition of which three options?
(Choose three.)
- A. Algorithm
- B. Parameters
- C. Prediction Type
- D. Prediction Target
- E. Data Source
Answer: C,D,E
Explanation:
Explanation
https://docs.oracle.com/en/database/oracle/machine-learning/oml-automl-ui/amlui/create-experiment.html
NEW QUESTION # 43
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 Failure Allowed
- B. Timeout in Minutes
- C. Maximum Number of Runs
- D. Minimum Failure Allowed
Answer: A
NEW QUESTION # 44
You want to analyze the spike in sales during weekends in India (Saturday and Sunday) and also perform a similar analysis for weekends in Dubai (Friday and Saturday). You will be reusing these notebooks in similar situations over time. You do not want to share them with other users.
Which template should you use?
- A. Personal
- B. Example
- C. Public
- D. Shared
Answer: A
NEW QUESTION # 45
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. Create, edit and delete OML users.
- E. View notebooks.
Answer: C,D,E
NEW QUESTION # 46
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Oracle Autonomous Database 1z0-1096-22 Real Exam Questions and Answers FREE Updated: https://drive.google.com/open?id=1fim8SGaRTRQiE9iB95_ZnLstq0NSfCpe
