Salesforce Accredited Professional SALESFORCE-DATA-CLOUD Questions & Answers

• Question 1:

  Which operator can be used to create a segment for a birthday campaign that is evaluated daily?

  A. Is This Year

  B. Is Anniversary Of

  C. Is Between

  D. Is Birthday

  Correct Answer: B

  This operator can be used to create a segment for a birthday campaign that is evaluated daily. It compares a date attribute to the current date and returns true if they have the same month and day, regardless of the year.

  References:

  https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_segmentation_operator s.htmandtype=5

• Question 2:

  The leadership team at Cumulus Financial has declared that customers who have deposited more than $250,000 in the last 5 years and who are not using advisory services, will be the central focus for all new campaigns in the next year. Which two features support this need?

  A. Calculated Insight

  B. Report|

  C. Segment

  D. Dashboard

  Correct Answer: AC

  These two features support the need to calculate each customer's lifetime value (LTV) and create breakdowns of the revenue sourced by different channels. Calculated Insight allows you to create complex calculations based on stored data,

  such as LTV. Segment allows you to create audiences based on different criteria, such as revenue source.

  References:

  https://help.salesforce.com/s/articleView?id=sf.c360_a_calculated_insights.htmandtype=5

  https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation.htmandtype=5

• Question 3:

  The website team at Cumulus Financial Services wants to understand which identified users have browsed the jobs page on their website at least twice within the last 12 hours. Which component should a consultant recommend to achieve this goal?

  A. Streaming Insight

  B. Calculated Insight

  C. Streaming Data Transformation

  D. Segment

  Correct Answer: A

  This component should be recommended to achieve the goal of understanding which identified users have browsed the jobs page on their website at least twice within the last 12 hours. Streaming Insight allows you to query and filter data

  from real-time streams using window functions and aggregation functions.

  References:

  https://help.salesforce.com/s/articleView?id=sf.c360_a_streaming_insights.htmandtype=5

• Question 4:

  What should be the type of the Event Time Field while ingesting Engagement data?

  A. Mutable

  B. Inconsistent

  C. Immutable

  D. None of the above

  Correct Answer: C

  The type of the Event Time Field while ingesting Engagement data should be Immutable. Immutable means that the field value cannot be changed once it is ingested. The Event Time Field is a mandatory field for Engagement data that represents the timestamp of when an event occurred. It is important to keep this field immutable to ensure the accuracy and consistency of the event data. References: Engagement Data Model

• Question 5:

  To import campaign members into a campaign in CRM a user wants to export the segment to Amazon S3. The resulting file needs to include CRM Campaign ID in the name. How can this outcome be achieved?

  A. Include campaign identifier into the activation name

  B. Hard-code the campaign identifier as a new attribute in the campaign activation

  C. Include campaign identifier into the filename specification

  D. Include campaign identifier into the segment name

  Correct Answer: C

  You can use the filename specification option in the Amazon S3 activation to customize the name of the file that is exported. You can use variables such as {campaignId} to include the CRM campaign ID in the file name.

  References:

  https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htmandtype=

• Question 6:

  Which two features are impacted by the timezone setting in the org Data Cloud is provisioned in?

  A. Segment Schedule

  B. Identity Resolution

  C. Ingestion Schedule

  D. Activation Schedule

  Correct Answer: AD

  These two features are impacted by the timezone setting in the org Data Cloud is provisioned in. The segment schedule determines how often a segment is refreshed based on the selected timezone. The activation schedule determines how often a segment is exported to an activation target based on the selected timezone. References: https://help.salesforce.com/s/articleView?id=sf.c360_a_segmentation_schedule.htmandtype= 5 https://help.salesforce.com/s/articleView?id=sf.c360_a_activation_schedule.htmandtype=5

• Question 7:

  How do the Data streams that use the Marketing Cloud Connector refresh data?

  A. Manually refreshed by CDP Admin

  B. Marketing Cloud's Automation Studio handles this process.

  C. APIs are used for refresh

  D. None of the above

  Correct Answer: B

  The data streams that use the Marketing Cloud Connector refresh data using Marketing Cloud's Automation Studio. The Marketing Cloud Connector is a feature that allows you to stream data from Marketing Cloud to Data Cloud in near real time. The connector uses Automation Studio to schedule and run data extracts from Marketing Cloud data extensions and send them to Data Cloud via SFTP. You can configure the frequency and time of the data extracts in Automation Studio. References: Marketing Cloud Connector

• Question 8:

  Every day, Northern Trail Outfitters (NTO) uploads a summary of the last 24 hours of store transactions to a new file in an Amazon S3 bucket, and files older than 7 days are automatically deleted. Each file contains a timestamp in a standardized naming convention. What should a consultant consider when ingesting this data stream?

  A. Ensure the refresh mode is set to "Upsert" and Refresh only new files" is selected

  B. Ensure the refresh mode is set to "Full Refresh" and the filename contains a wildcard to accommodate the timestamp

  C. Ensure the refresh mode is set to "Full Refresh" and "Refresh only new files' is selected

  D. Advise NTO to change their processes: this configuration is not supported

  Correct Answer: A

  This configuration will ensure that Data Cloud only ingests new files from the Amazon S3 bucket and updates or inserts new records into the data stream without deleting existing records.

  References:

  https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.htmandtype=

• Question 9:

  What is allowed when editing a Calculated Insight?

  A. Removing existing measures

  B. Adding new measures

  C. Adding new dimensions

  D. Removing existing dimensions

  Correct Answer: B

  You can add new measures or dimensions to a Calculated Insight by selecting them from the available attributes list

• Question 10:

  An administrator is setting up a data stream with transactional data. What field type should the administrator choose to ensure that leading zeros in the purchase order number are preserved?

  A. Number

  B. Decimal

  C. Text

  D. Serial

  Correct Answer: C

  The Text field type should be chosen to preserve leading zeros in the purchase order number, as this field type stores alphanumeric characters as strings. The Number and Decimal field types store numeric values as numbers, which would remove any leading zeros. The Serial field type is not a valid field type in Data Cloud.