Salesforce-Data-Cloud Free Certification Exam Material from PDFTorrent with 171 Questions
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NEW QUESTION # 43
A customer has requested that their personal data be deleted. Which action should be performed to accommodate this request in Data Cloud?
- A. Utilize the Data Rights Subject Request tool to request deletion of the customer's information
- B. Use Ingestion API to request deletion of the customer's information
- C. Use Consent API to request deletion of the customer's information
- D. Manually delete customer and related records using the Profile Explorer
Answer: C
Explanation:
This action should be performed to accommodate the request to delete personal data in Data Cloud. The Consent API allows you to set a consent flag for an individual that prevents further processing of their data and deletes their records from source data streams.References:https://help.salesforce.com/s/articleView?id=sf.
c360_a_data_cloud_consent_api.htm&type=5
NEW QUESTION # 44
What component of Calculated Insights can be included as attribute data in an activation?
- A. Filters
- B. Metrics
- C. Metrics and Dimensions
- D. Dimensions
Answer: D
Explanation:
Explanation
Dimensions are attributes that can be used to group or filter data in calculated insights. You can include dimensions as attribute data in an activation by selecting them from the available attributes list.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_calculated_insights.htm&type=5
NEW QUESTION # 45
Which method should an administrator use when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK and Mobile SDK?
- A. Segment
- B. Calculated Insight
- C. Streaming Insight
- D. Activation
Answer: C
Explanation:
Explanation
This method should be used when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK and Mobile SDK. Streaming Insight allows you to query and aggregate data from real-time streams using window functions.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm&type=5
NEW QUESTION # 46
Which three options can be used to build a filter in the Segmentation Canvas?
- A. Data Lake Objects
- B. Direct Attributes
- C. Calculated Insights
- D. Streaming Insights
- E. Related Attributes
Answer: B,C,D
Explanation:
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
NEW QUESTION # 47
Cloud Kicks has received a Request to be Forgotten by a customer. In which two ways can Data Cloud honor this request?
- A. Delete the data from the incoming data stream and perform a full refresh
- B. Use Data Explorer to locate and manually remove the Individual
- C. Add the Individual Id to a headerless file and use the delete from file functionality
- D. Use the Consent API to suppress processing and deletethe individual and related records from source data streams
Answer: C,D
Explanation:
These two ways can help Data Cloud honor a request to be forgotten by a customer. The Consent API allows you to set a consent flag for an individual that prevents further processing of their data and deletes their records from source data streams. The delete from file functionality allows you to upload a file with individual IDs that will be deleted from Data Cloud. References: https://help.salesforce.com/s/articleView?
id=sf.c360_a_data_cloud_consent_api.htm&type=5https://help.salesforce.com/s/articleView?id=sf.
c360_a_data_cloud_delete_from_file.htm&type=5
NEW QUESTION # 48
What is Data Cloud's primary value to customers?
- A. A single source of truth for all anonymous data
- B. A platform that provides a unified view of a customer and their related data
- C. A platform that can create personalized campaigns by listening, understanding, and acting on customer behavior
- D. A platform that can update all connected systems with a golden record in real-time
Answer: B
Explanation:
Data Cloud's primary value to customers is that it provides a platform that enables customers to create a unified view of a customer and their related data across different channels and systems, using the Customer 360 data model as the foundation. Reference: [Data Cloud Overview], [Customer 360 Data Model]
NEW QUESTION # 49
What is the relationship between Individual and Contact Point Objects?
- A. Many: Many
- B. None of the above
- C. 1: Many
- D. 1:1
Answer: C
Explanation:
Explanation
The relationship between Individual and Contact Point Objects is 1: Many. This means that one Individual can have many Contact Points, such as email addresses, phone numbers, or postal addresses, but each Contact Point can only belong to one Individual. References: Data Model Overview
NEW QUESTION # 50
Which statement about Data Cloud's Web and Mobile Application Connector is true?
- A. The Tenant Specific Endpoint is auto-generated in Data Cloud when setting the connector.
- B. Any data streams associated with the connector will be automatically deleted upon deleting the app from Data Cloud Setup.
- C. The connector schema can be updated to delete an existing field.
- D. A standard schema containing event, profile, and transaction data is created at the time the connector is configured.
Answer: A
Explanation:
The Web and Mobile Application Connector allows you to ingest data from your websites and mobile apps into Data Cloud. To use this connector, you need to set up a Tenant Specific Endpoint (TSE) in Data Cloud, which is a unique URL that identifies your Data Cloud org. The TSE is auto-generated when you create a connector app in Data Cloud Setup. You can then use the TSE to configure the SDKs for your websites and mobile apps, which will send data to Data Cloud through the TSE. References: Web and Mobile Application Connector, Connect Your Websites and Mobile Apps, Create a Web or Mobile App Data Stream
NEW QUESTION # 51
Which data model subject area defines the revenue or quantity for an opportunity by product family?
- A. Party
- B. Sales Order
- C. Engagement
- D. Product
Answer: B
Explanation:
The sales order subject area defines the revenue or quantity for an opportunity by product family. It also includes information about the opportunity stage, close date, and owner. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_sales_order.htm&type=5
NEW QUESTION # 52
A customer is trying to activate data from Data Cloud to an Amazon S3 Cloud File Storage Bucket.
Which authentication type should the consultant recommend to connect to the S3 bucket from Data Cloud?
- A. Use a JWT Token generated on S3.
- B. Use an S3 Access Key and Secret Key.
- C. Use an S3 Encrypted Username and Password.
- D. Use an S3 Private Key Certificate.
Answer: B
Explanation:
To use the Amazon S3 Storage Connector in Data Cloud, the consultant needs to provide the S3 bucket name, region, and access key and secret key for authentication. The access key and secret key are generated by AWS and can be managed in the IAM console. The other options are not supported by the S3 Storage Connector or by Data Cloud. References: Amazon S3 Storage Connector - Salesforce, How to Use the Amazon S3 Storage Connector in Data Cloud | Salesforce Developers Blog Learn more
1blob:https://www.bing.com/fed40cd6-30db-497b-a587-44e59b9e1f0b
help.salesforce.com2blob:https://www.bing.com/ec651c64-71a9-4e79-94f1-3631d6942839 developer.salesforce.com
NEW QUESTION # 53
Which data model subject area should be used forany Organization, Individual, or Member in the Customer
360 data model?
- A. Individual
- B. Party
- C. Membership
- D. Global Account
Answer: B
Explanation:
The party subject area should be used for any organization, individual, or member in the Customer 360 data model. It includes information such as name, address, email, phone, and loyalty membership.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_party.htm&type=5
NEW QUESTION # 54
Which method should an administrator use when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK and Mobile SDK?
- A. Segment
- B. Calculated Insight
- C. Streaming Insight
- D. Activation
Answer: C
Explanation:
This method should be used when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK and Mobile SDK. Streaming Insight allows you to query and aggregate datafrom real-time streams using window functions.
References:https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htm&type=5
NEW QUESTION # 55
A consultant wants to build a new audience in Data Cloud.
Which three criteria can the consultant include when building a segment?
Choose 3 answers
- A. Related attributes
- B. Streaming insights
- C. Calculated Insights
- D. Data stream attributes
- E. Direct attributes
Answer: A,C,E
Explanation:
A segment is a subset of individuals who meet certain criteria based on their attributes and behaviors. A consultant can use different types of criteria when building a segment in Data Cloud, such as:
Direct attributes: These are attributes that describe the characteristics of an individual, such as name, email, gender, age, etc. These attributes are stored in the Profile data model object (DMO) and can be used to filter individuals based on their profile data.
Calculated Insights: These are insights that perform calculations on data in a data space and store the results in a data extension. These insights can be used to segment individuals based on metrics or scores derived from their data, such as customer lifetime value, churn risk, loyalty tier, etc.
Related attributes: These are attributes that describe the relationships of an individual with other DMOs, such as Email, Engagement, Order, Product, etc. These attributes can be used to segment individuals based on their interactions or transactions with different entities, such as email opens, clicks, purchases, etc.
The other two options are not valid criteria for building a segment in Data Cloud. Data stream attributes are attributes that describe the streaming data that is ingested into Data Cloud from various sources, such as Marketing Cloud, Commerce Cloud, Service Cloud, etc. These attributes are not directly available for segmentation, but they can be transformed and stored in data extensions using streaming data transforms.
Streaming insights are insights that analyze streaming data in real time and trigger actions based on predefined conditions. These insights are not used for segmentation, but for activation and personalization. References: Create a Segment in Data Cloud, Use Insights in Data Cloud, Data Cloud Data Model
NEW QUESTION # 56
A customer needs to integrate in real time with Salesforce CRM.
Which feature accomplishes this requirement?
- A. Sales and Service bundle
- B. Data actions and Lightning web components
- C. Data model triggers
- D. Streaming transforms
Answer: D
Explanation:
The correct answer is A. Streaming transforms. Streaming transforms are a feature of Data Cloud that allows real-time data integration with Salesforce CRM. Streaming transforms use the Data Cloud Streaming API to synchronize micro-batches of updates between the CRM data source and Data Cloud in near-real time1. Streaming transforms enable Data Cloud to have the most current and accurate CRM data for segmentation and activation2.
The other options are incorrect for the following reasons:
B). Data model triggers. Data model triggers are a feature of Data Cloud that allows custom logic to be executed when data model objects are created, updated, or deleted3. Data model triggers do not integrate data with Salesforce CRM, but rather manipulate data within Data Cloud.
C). Sales and Service bundle. Sales and Service bundle is a feature of Data Cloud that allows pre-built data streams, data model objects, segments, and activations for Sales Cloud and Service Cloud data sources4. Sales and Service bundle does not integrate data in real time with Salesforce CRM, but rather ingests data at scheduled intervals.
D). Data actions and Lightning web components. Data actions and Lightning web components are features of Data Cloud that allow custom user interfaces and workflows to be built and embedded in Salesforce applications5. Data actions and Lightning web components do not integrate data with Salesforce CRM, but rather display and interact with data within Salesforce applications.
1: Load Data into Data Cloud
2: [Data Streams in Data Cloud]
3: [Data Model Triggers in Data Cloud] unit on Trailhead
4: [Sales and Service Bundle in Data Cloud] unit on Trailhead
5: [Data Actions and Lightning Web Components in Data Cloud] unit on Trailhead
[Data Model in Data Cloud] unit on Trailhead
[Create a Data Model Object] article on Salesforce Help
[Data Sources in Data Cloud] unit on Trailhead
[Connect and Ingest Data in Data Cloud] article on Salesforce Help
[Data Spaces in Data Cloud] unit on Trailhead
[Create a Data Space] article on Salesforce Help
[Segments in Data Cloud] unit on Trailhead
[Create a Segment] article on Salesforce Help
[Activations in Data Cloud] unit on Trailhead
[Create an Activation] article on Salesforce Help
NEW QUESTION # 57
Northern Trail Outfitters uploads new customer data to an Amazon S3 Bucket on a daily basis to be ingested in Data Cloud.
In what order should each process be run to ensure that freshly imported data is ready and available to use for any segment?
- A. Refresh Data Stream > Calculated Insight > Identity Resolution
- B. Refresh Data Stream > Identity Resolution > Calculated Insight
- C. Identity Resolution > Refresh Data Stream > Calculated Insight
- D. Calculated Insight > Refresh Data Stream > Identity Resolution
Answer: B
Explanation:
To ensure that freshly imported data from an Amazon S3 Bucket is ready and available to use for any segment, the following processes should be run in this order:
Refresh Data Stream: This process updates the data lake objects in Data Cloud with the latest data from the source system. It can be configured to run automatically or manually, depending on the data stream settings1.
Refreshing the data stream ensures that Data Cloud has the most recent and accurate data from the Amazon S3 Bucket.
Identity Resolution: This process creates unified individual profiles by matching and consolidating source profiles from different data streams based on the identity resolution ruleset. It runs daily by default, but can be triggered manually as well2. Identity resolution ensures that Data Cloud has a single view of each customer across different data sources.
Calculated Insight: This process performs calculations on data lake objects or CRM data and returns a result as a new data object. It can be used to create metrics or measures for segmentation or analysis purposes3.
Calculated insights ensure that Data Cloud has the derived data that can be used for personalization or activation.
1: Configure Data Stream Refresh and Frequency - Salesforce
2: Identity Resolution Ruleset Processing Results - Salesforce
3: Calculated Insights - Salesforce
NEW QUESTION # 58
A consultant needs to package Data Cloud components from one
organization to another.
Which two Data Cloud components should the consultant include in a
data kit to achieve this goal?
Choose 2 answers
- A. Segments
- B. Data model objects
- C. Calculated insights
- D. Identity resolution rulesets
Answer: B,D
Explanation:
To package Data Cloud components from one organization to another, the consultant should include the following components in a data kit:
Data model objects: These are the custom objects that define the data model for Data Cloud, such as Individual, Segment, Activity, etc. They store the data ingested from various sources and enable the creation of unified profiles and segments1.
Identity resolution rulesets: These are the rules that determine how data from different sources are matched and merged to create unified profiles. They specify the criteria, logic, and priority for identity resolution2. References:
1: Data Model Objects in Data Cloud
2: Identity Resolution Rulesets in Data Cloud
NEW QUESTION # 59
How many Metrics can be present in 1 segment container?
- A. 0
- B. 1
- C. 2
- D. 3
Answer: B
Explanation:
Explanation
Only one metric can be present in one segment container. A segment container is a logical grouping of segments that share the same metric and granularity. A metric is a calculated insight that defines and calculates a multidimensional measure on your data. A granularity is the level of detail at which you want to analyze your data, such as daily, weekly, or monthly. You can create multiple segment containers with different metrics and granularities, but each segment container can only have one metric. References: Segment Containers
NEW QUESTION # 60
To which Data Model entity should the Email field from a CRM Contact object be mapped?
- A. Individual
- B. Lead
- C. Contact Point Email
- D. Account Contact
Answer: C
Explanation:
The Email field from a CRM Contact object should be mapped to the Contact Point Email entity in the Customer 360 data model. This entity represents an email address that is associated with an individual or an account contact. Reference: [Contact Point Email Entity]
NEW QUESTION # 61
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