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Salesforce-Data-Cloud Practice Questions

Question # 1
What are three benefits of Calculated Insights over Segmentation Operators?
A. Calculated Insights are better suited for non-trivial calculations, such as calculating a Net Promoter Score as a percentage
B. Calculated Insights results can be refreshed near real time
C. Calculated Insights are better suited for single row based operation
D. Calculated Insights can query engagement data greater than 2 years
E. Calculated Insights are better suited for complex queries over multiple objects


A. Calculated Insights are better suited for non-trivial calculations, such as calculating a Net Promoter Score as a percentage
D. Calculated Insights can query engagement data greater than 2 years
E. Calculated Insights are better suited for complex queries over multiple objects



Question # 2
An organization is looking to use Data Cloud to unify data across 5 Salesforce orgs, 2 Marketing Cloud accounts, 6 Amazon S3 Buckets, and 4 Personalization datasets. As far as connection limits are concerned, which platform is going to present a challenge?
A. Amazon S3 Bucket
B. Personalization
C. Marketing Cloud
D. Salesforce CRM


C. Marketing Cloud

Explanation: This platform is going to present a challenge in terms of connection limits for Data Cloud. Data Cloud supports up to 3 Marketing Cloud connections per org, which means that only 3 Marketing Cloud accounts can be connected as data sources or activation targets. The other platforms have higher or no limits for connections.


Question # 3
A user needs permissions to access Data Cloud to create, manage, and publish segments. However, the user should not be allowed to create reports or manage data sources. Which permission set should an administrator assign?
A. Customer Data Cloud for Marketing Admin
B. Customer Data Cloud for Marketing Specialist
C. Customer Data Cloud for Marketing Data Aware Specialist
D. Customer Data Cloud for Marketing Manager


B. Customer Data Cloud for Marketing Specialist

Explanation: This permission set should be assigned to a user who needs permissions to accessData Cloud to create, manage, and publish segments, but not to create reports or manage data sources. This permission set allows the user to create and edit segments, calculated insights, streaming insights, and activations, but not to access data streams,data model, identity resolution, or reports.


Question # 4
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?
A. Transaction
B. Individual
C. Sales Order
D. Engagement


A. Transaction

Explanation: The transaction data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights. This category indicates that the data stream contains events that occur at a specific pointin time and have a duration.


Question # 5
Which three out-of-the-box connectors are available for Data Cloud?
A. Marketing Cloud
B. B2C Commerce
C. Slack Connector
D. Amazon S3
E. Amazon Redshift Connector


A. Marketing Cloud

B. B2C Commerce

D. Amazon S3

Explanation:

These three out-of-the-box connectors are available for Data Cloud. They allow you to ingest data from Marketing Cloud, B2C Commerce, or Amazon S3 into Data Cloud and map it to the Data Cloud data model. References: https://help.salesforce.com/s/articleView id=sf.c360_a_connectors.htm &type=5


Question # 6
When creating a segment on an individual, what is the result of usingtwo separate containers linked by an AND: At Least 1 of GoodsProduct.Color Is Equal To 'red' AND At Least 1 of GoodsProduct.PrimaryProductCategory Is Equal To shoes'?
A. Individuals who purchased at least 1 of any red' product and also purchased at least 1pair of shoes'
B. Individuals who purchased at least 1 'red shoes' as a single line item in a purchase
C. Individuals who purchased at least 1 'red shoes'. 1 of any red' item, or 1 of any 'shoes' item in a purchase
D. Individuals who made a purchase of atleast 1 of only 'red shoes' and nothing else


A. Individuals who purchased at least 1 of any red' product and also purchased at least 1pair of shoes'

Explanation: According to the Data Cloud documentation, when using two separate containers linked by an AND operator, the segment includes individuals who meet both conditions. In this case, the segment includes individuals who purchased at least one product with the color attribute equal to ‘red’, and also purchased at least one product with the primary product category attribute equal to ‘shoes’. The products do not have to be the same or in the same order line item.


Question # 7
Which three options can be used to build a filter in the Segmentation Canvas?
A. Data Lake Objects
B. Streaming Insights
C. Calculated Insights
D. Related Attributes
E. Direct Attributes


B. Streaming Insights
C. Calculated Insights
E. Direct Attributes



A window function is a unique requirement of a Streaming Insight query. It defines the time interval for the query to run on the streaming data and the frequency of the query execution.

References:

https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm &type=5


Question # 8
Which two objects orfields are supported for ingestion using the Salesforce CRM connector?
A. Custom Big Objects
B. Standard Big Objects
C. Standard Objects
D. Custom Objects


C. Standard Objects
D. Custom Objects



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