Pass Authentic Oracle 1z0-1096-22 with Free Practice Tests and Exam Dumps
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NEW QUESTION 20
How can you share a notebook with multiple developers for a collaborative effort with notebook editing?
- A. You can share notebooks if you have Viewer permissions.
- B. You create different notebooks, edit separately, and merge later.
- C. Notebooks cannot be shared for collaborating with other users.
- D. You can share notebooks if you have Developer permissions.
Answer: D
NEW QUESTION 21
Which four actions would typically be performed during the data preparation step for analyzing data with Oracle Machine Learning?
- A. performing feature engineering, such as creating derived variables
- B. data collection from various sources
- C. building a machine learning model
- D. numeric data normalization
- E. missing value replacement
- F. binning of numeric data
Answer: A,B,D,E
NEW QUESTION 22
In which three use cases are Oracle Machine Learning algorithms suitable?
- A. Speech recognition
- B. Medical outcome analysis
- C. Customer segmentation
- D. Anomaly and fraud detection
- E. Graph analytics
Answer: C,D,E
NEW QUESTION 23
You are tasked with building a predictive model that can estimate the price of houses, based on attributes like number of rooms, square-footage (size), location, neighborhood attributes, year built among others.
Which three algorithms can you use to produce such a model with Oracle Machine Learning?
- A. Generalized Linear Model (Classification)
- B. Neural Networks (Regression)
- C. Generalized Linear Model (Regression)
- D. Explicit Semantic Analysis
- E. Support Vector Machine (Regression)
- F. One-Class Support Vector Machine
Answer: A,D,F
NEW QUESTION 24
Which two Oracle Cloud services are Integrated with Oracle Machine Learning?
- A. Oracle Stream Analytics
- B. Oracle Autonomous Database
- C. Oracle GoldenGate
- D. Oracle Analytics Cloud
Answer: B,D
NEW QUESTION 25
Two users at different locations are collaborating on a project by editing the same notebook. Which type of notebook should they use for collaboration?
- A. Public Notebook
- B. Shared Notebook
- C. Example notebook
- D. Personal Notebook
Answer: B
NEW QUESTION 26
Which feature of Oracle Machine Learning Notebooks should you use for data analysis, data discovery, data visualization, and collaboration on Oracle Autonomous Database?
- A. Workspace
- B. Project
- C. Job
- 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 27
A supermarket needs to segment its customers based on their purchasing pattern. Which machine learning technique should you use to achieve this?
- A. Clustering
- B. Anomaly Detection
- C. Association Rules
- D. Regression
Answer: A
NEW QUESTION 28
Which three types of templates are available in Oracle Machine Learning Notebooks?
- A. Personal templates
- B. Example templates
- C. Public templates
- D. Custom templates
- E. Shared templates
Answer: A,B,E
Explanation:
https://docs.oracle.com/en/database/oracle/machine-learning/oml-notebooks/omlug/use-library-collaborate-users.html#GUID-F468F691-2B8B-4427-B517-5F149AA57239
NEW QUESTION 29
Which two are required by an administrator while adding a new user to Oracle Machine Learning (OML) Notebooks?
- A. OML username and password
- B. Privileges to be provided
- C. User's name and email ID
- D. Autonomous Database (ADB) name
- E. Wallet information to connect to ADB
Answer: A,C
NEW QUESTION 30
A supermarket needs to segment its customers based on their purchasing pattern. Which machine learning technique should you use to achieve this?
- A. Anomaly Detection
- B. Association Rules
- C. Clustering
- D. Regression
Answer: A
NEW QUESTION 31
Which type of machine learning algorithm is used to deal with noise in incoming data?
- A. Dimensionality Reduction
- B. Clustering
- C. Regression
- D. Classification
Answer: A
Explanation:
Explanation
https://blogs.oracle.com/machinelearning/post/using-svd-for-dimensionality-reduction
NEW QUESTION 32
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 33
Which three are supervised machine learning algorithms?
- A. Support Vector Machines
- B. Random Forest
- C. K-means clustering
- D. Association rule
- E. Linear Regression
Answer: A,B,E
NEW QUESTION 34
Which three Oracle Machine Learning (OML) Notebooks capabilities are enabled when an OML user is created with the oml_developer role? (Choose three.)
- A. Transfer OML workspace to other users.
- B. Share notebooks with other OML users.
- C. Save scripts to the Python script repository.
- D. Create and execute OML Notebooks.
Answer: B,C,D
NEW QUESTION 35
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