[Mar 18, 2025] Data-Cloud-Consultant certification guide Q&A from Training Expert TopExamCollection [Q86-Q110]

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[Mar 18, 2025] Data-Cloud-Consultant certification guide Q&A from Training Expert TopExamCollection

Data-Cloud-Consultant Certification Overview Latest Data-Cloud-Consultant PDF Dumps

Salesforce Data-Cloud-Consultant Exam Syllabus Topics:

Topic	Details
Topic 1	Act on Data: This topic defines activations and their basic use cases, using attributes and related attributes, identifying and analyzing timing dependencies affecting the Data Cloud lifecycle. Additionally it focuses on troubleshooting common problems with activations, and using data actions, including their requirements and intended use cases.
Topic 2	Data Cloud Overview: This topic covers Data Cloud’s function, key terminology, business value, typical use cases, the Data Cloud lifecycle, dependencies, and principles of data ethics. These sub-topics provide an overview of Data Cloud’s capabilities and applications.
Topic 3	Segmentation and Insights: This topic defines basic concepts of segmentation and use cases, identifies scenarios for analyzing segment membership, configuring, refining, and maintaining segments within Data Cloud, and differentiating between calculated and streaming insights.

NO.86 Cumulus Financial wants to segregate Salesforce CRM Account data based on Country for its Data Cloud users.
What should the consultant do to accomplish this?

Use streaming transforms to filter out Account data based on Country and map to separate data model objects accordingly.

Use the data spaces feature and applying filtering on the Account data lake object based on Country.

Use Salesforce sharing rules on the Account object to filter and segregate records based on Country.

Use formula fields based on the account Country field to filter incoming records.

NO.87 A customer notices that their consolidation rate is low across their account unification. They have mapped Account to the Individual and Contact Point Email DMOs.
What should they do to increase their consolidation rate?

Change reconciliation rules to Most Occurring.

Disable the individual identity ruleset.

Increase the number of matching rules.

Update their account address details in the data source

NO.88 What does it mean to build a trust-based, first-party data asset?

To provide transparency and security for data gathered from individuals who provide consent for its use and receive value in exchange

To provide trusted, first-party data in the Data Cloud Marketplace that follows all compliance regulations

To ensure opt-in consents are collected for all email marketing as required by law

To obtain competitive data from reliable sources through interviews, surveys, and polls

NO.89 During an implementation project, a consultant completed ingestion of all data streams for their customer.
Prior to segmenting and acting on that data, which additional configuration is required?

Data Activation

Calculated Insights

Data Mapping

Identity Resolution

NO.90 Every day, Northern Trail Outfitters uploads a summary of the last 24 hours of store transactions to a new file in an Amazon S3 bucket, and files older than seven days are automatically deleted. Each file contains a timestamp in a standardized naming convention.
Which two options should a consultant configure when ingesting this data stream?
Choose 2 answers

Ensure that deletion of old files is enabled.

Ensure the refresh mode is set to “Upsert”.

Ensure the filename contains a wildcard to a accommodate the timestamp.

Ensure the refresh mode is set to “Full Refresh.”

NO.91 Cumulus Financial uses calculated insights to compute the total banking value per branch for its high net worth customers. In the calculated insight, “banking value” is a metric, “branch” is a dimension, and “high net worth” is a filter.
What can be included as an attribute in activation?

“high net worth” (filter)

“branch” (dimension) and “banking metric)

“banking value” (metric)

“branch” (dimension)

NO.92 How does identity resolution select attributes for unified individuals when there Is conflicting information in the data model?

Creates additional contact points

Leverages reconciliation rules

Creates additional rulesets

Leverages match rules

NO.93 A consultant is integrating an Amazon 53 activated campaign with the customer’s destination system.
In order for the destination system to find the metadata about the segment, which file on the 53 will contain this information for processing?

The .txt file

The json file

The .csv file

The .zip file

NO.94 Which method should a consultant use when performing aggregations in windows of 15 minutes on data collected via the Interaction SDK or Mobile SDK?

Batch transform

Calculated insight

Streaming insight

Formula fields

NO.95 Cumulus Financial wants to be able to track the daily transaction volume of each of its customers in real time and send out anotification as soon as it detects volume outside a customer’s normal range.
What should a consultant do to accommodate this request?

Use a calculated insight paired with a flow.

Use streaming data transform with a flow.

Use a streaming insight paired with a data action

Use streaming data transform combined with a data action.

NO.96 A consultant is discussing the benefits of Data Cloud with a customer that has multiple disjointed data sources.
Which two functional areas should the consultant highlight in relation to managing customer data?
Choose 2 answers

Data Harmonization

Unified Profiles

Master Data Management

Data Marketplace

NO.97 A customer has a custom Customer Email c object related to the standard Contact object in Salesforce CRM.
This custom object
stores the email addressa Contact that they want to use for activation.
To which data entity ismapped?

Contact

Contact Point_Email

Custom customer Email__c object

Individual

NO.98 A consultant needs to publish segment data to the Audience DMO that can be retrieved using the Query APIs.
When creating the activation target, which type of target should the consultant select?

Data Cloud

External Activation Target

Marketing Cloud Personalization

Marketing Cloud

NO.99 Northern Trail Outfitters asks its consultant to extract the runner profiles and activity logs from its Track My Run mobile app and load them into Data Cloud. The marketing department also indicates that they need the last 90 days of historical data and want all new and updated data as it becomes available on a go-forward basis.
As best practice, which sequence of actions should the consultant use to implement this request?

Use bulk ingestion to first load the last 90 days of data, and also subsequently use bulk ingestion to synchronize the future data as It becomes available.

Use streaming ingestion to first load the last 90 days of data, and also subsequently use streaming ingestion synchronize future data as It becomes available.

Use streaming ingestion to first load the last 90 days of data, and then use bulk Ingestion to synchronize future data as It becomes available.

Use bulk ingestion to first load the last 90 days of data, and then use streaming ingestion to synchronize future data as It becomes available.

NO.100 How does Data Cloud ensure data privacy and security?

By encrypting data at rest and in transit

By enforcing and controlling consent references

By securely storing data in an offsite server

BY limiting data access to authorized admins

NO.101 A customer is concerned that the consolidation rate displayed in the identity resolution is quite low compared to their initial estimations.
Which configuration change should a consultant consider in order to increase the consolidation rate?

Change reconciliation rules to Most Occurring.

Increase the number of matching rules.

Include additional attributes in the existing matching rules.

Reduce the number of matching rules.

NO.102 A Data Cloud consultant recently discovered that their identity resolution process is matching individuals that share email addresses or phone numbers, but are not actually the same individual.
What should the consultant do to address this issue?

Modify the existing ruleset with stricter matching criteria, run the ruleset and review the updated results, then adjust as needed until the individuals are matching correctly.

Create and run a new rules fewer matching rules, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.

Create and run a new ruleset with stricter matching criteria, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.

Modify the existing ruleset with stricter matching criteria, compare the two rulesets to review and verify the results, and then migrate to the new ruleset once approved.

NO.103 To import campaign members into a campaign in Salesforce CRM, a user wants to export the segment to Amazon S3. The resulting file needs to include the Salesforce CRM Campaign ID in the name.
What are two ways to achieve this outcome?
Choose 2 answers

Include campaign identifier in the activation name.

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

Include campaign identifier in the filename specification.

Include campaign identifier in the segment name.

NO.104 Northern Trail Outfitters wants to implement Data Cloud and has several use cases in mind.
Which two use cases are considered a good fit for Data Cloud?
Choose 2 answers

To ingest and unify data from various sources to reconcile customer identity

To create and orchestrate cross-channel marketing messages

To use harmonized data to more accurately understand the customer and business impact

To eliminate the need for separate business intelligence and IT data management tools

NO.105 Cumulus Financial is currently using Data Cloud and ingesting transactional data from its backend system via an S3 Connector in upsert mode. During the initial setup six months ago, the company created a formula field in Data Cloud to create a custom classification. It now needs to update this formula to account for more classifications.
What should the consultant keep in mind with regard to formula field updates when using the S3 Connector?

Data Cloud will initiate a full refresh of data from $3 and will update the formula on all records.

Data Cloud will only update the formula on a go-forward basis for new records.

Data Cloud does not support formula field updates for data streams of type upsert.

Data Cloud will update the formula for all records at the next incremental upsert refresh.

NO.106 Which two common use cases can be addressed with Data Cloud?
Choose 2 answers

Understand and act upon customer data to drive more relevant experiences.

Govern enterprise data lifecycle through a centralized set of policies and processes.

Harmonize data from multiple sources with a standardized and extendable data model.

Safeguard critical business data by serving as a centralized system for backup and disaster

NO.107 Which solution provides an easy way to ingest Marketing Cloud subscriber profile attributes into Data Cloud on a daily basis?

Automation Studio and Profile file API

Marketing Cloud Connect API

Marketing Cloud Data extension Data Stream

Email Studio Starter Data Bundle

NO.108 A consultant is setting up a data stream with transactional data,
Which field type should the consultant choose to ensure that leading
zeros in the purchase order number are preserved?

Text

Number

Decimal

Serial

NO.109 Cloud Kicks received a Request to be Forgotten by a customer.
In which two ways should a consultant use Data Cloud to honor this request?
Choose 2 answers

Delete the data from the incoming data stream and perform a full refresh.

Add the Individual ID to a headerless file and use the delete from file functionality.

Use Data Explorer to locate and manually remove the Individual.

Use the Consent API to suppress processing and delete the Individual and related records from source data streams.

NO.110 Cumulus Financial created a segment called Multiple Investments that contains individuals who have invested in two or more mutual funds.
The company plans to send an email to this segment regarding a new mutual fund offering, and wants to personalize the email content with information about each customer’s current mutual fund investments.
How should the Data Cloud consultant configure this activation?

Include Fund Type equal to “Mutual Fund” as a related attribute. Configure an activation based on the new segment with no additional attributes.

Choose the Multiple Investments segment, choose the Email contact point, add related attribute Fund Name, and add related attribute filter for Fund Type equal to “Mutual Fund”.

Choose the Multiple Investments segment, choose the Email contact point, and add related attribute Fund Type.

Include Fund Name and Fund Type by default for post processing in the target system.