Salesforce Data Cloud Certified Official Practice Test Data-Cloud-Consultant – Jan-2024 [Q52-Q68]

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Salesforce Data Cloud Certified Official Practice Test Data-Cloud-Consultant – Jan-2024

Ace Salesforce Data-Cloud-Consultant Certification with Actual Questions Jan 21, 2024 Updated

QUESTION 52
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

QUESTION 53
What is Data Cloud’s primary value to customers?

To provide a unified view of a customer and their related data

To connect all systems with a golden record

To create a single source of truth for all anonymous data

To create personalized campaigns by listening, understanding, and acting on customer behavior

QUESTION 54
Data Cloud receives a nightly file of all ecommerce transactions from the previous day.
Several segments and activations depend upon calculated insights from the updated data in order to maintain accuracy in the customer’s scheduled campaign messages.
What should the consultant do to ensure the ecommerce data is ready for use for each of the scheduled activations?

Use Flow to trigger a change data event on the ecommerce data to refresh calculated insights and segments before the activations are scheduled to run.

Set a refresh schedule for the calculated insights to occur every hour.

Ensure the activations are set to Incremental Activation and automatically publish every hour.

Ensure the segments are set to Rapid Publish and set to refresh every hour.

Explanation
The best option that the consultant should do to ensure the ecommerce data is ready for use for each of the scheduled activations is A. Use Flow to trigger a change dataevent on the ecommerce data to refresh calculated insights and segments before the activations are scheduled to run. This option allows the consultant to use the Flow feature of Data Cloud, which enables automation and orchestration of data processing tasks based on events or schedules. Flow can be used to trigger a change data event on the ecommerce data, which is a type of event that indicates that the data has been updated or changed. This event can then trigger the refresh of the calculated insights and segments that depend on the ecommerce data, ensuring that they reflect the latest data. The refresh of the calculated insights and segments can be completed before the activations are scheduled to run, ensuring that the customer’s scheduled campaign messages are accurate and relevant.
The other options are not as good as option A. Option B is incorrect because setting a refresh schedule for the calculated insights to occur every hour may not be sufficient or efficient. The refresh schedule may not align with the activation schedule, resulting in outdated or inconsistent data. The refresh schedule may also consume more resources and time than necessary, as the ecommerce data may not change every hour. Option C is incorrect because ensuring the activations are set to Incremental Activation and automatically publish every hour may not solve the problem. Incremental Activation is a feature that allows only the new or changed records in a segment to be activated, reducing the activation time and size. However, this feature does not ensure that the segment data is updated or refreshed based on the ecommerce data. The activation schedule may also not match the ecommerce data update schedule, resulting in inaccurate or irrelevant campaign messages. Option D is incorrect because ensuring the segments are set to Rapid Publish and set to refresh every hour may not be optimal or effective. Rapid Publish is a feature that allows segments to be published faster by skipping some validation steps, such as checking for duplicate records or invalid values. However, this feature may compromise the quality or accuracy of the segment data, and may not be suitable for all use cases. The refresh schedule may also have the same issues as option B, as it may not sync with the ecommerce data update schedule or the activation schedule, resulting in outdated or inconsistent data. References: Salesforce Data Cloud Consultant Exam Guide, Flow, Change Data Events, Calculated Insights, Segments, [Activation]

QUESTION 55
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 MostOccurring.

Increase the number of matching rules.

Include additional attributes in the existing matching rules.

Reduce the number of matching rules.

QUESTION 56
Northern Trail Outfitters (NTD) creates a calculated insight to computerecency, frequency, monetary {RFM) scores on its unified individuals. NTO then creates a segment based on these scores that it activates to a Marketing Cloud activation target.
Which two actions are required when configuring the activation?
Choose 2 answers

Add additional attributes.

Choose a segment.

Select contact points.

Add the calculated insight in the activation.

QUESTION 57
Which data stream category should be assigned to use the data for time-based operations in segmentation and calculated insights?

Individual

Transaction

Sales Order

Engagement

QUESTION 58
Which configuration supports separate Amazon S3 buckets for data ingestion and activation?

Dedicated S3 data sources in Data Cloud setup

Multiple S3 connectors in Data Cloud setup

Dedicated S3 data sources in activation setup

Separate user credentials for data stream and activation target

QUESTION 59
How does Data Cloud handle an individual’s Right to be Forgotten?

Deletes the records from all data source objects, and any downstream data model objects are updated at the next scheduled ingestion

Deletes the specified Individual record and its Unified Individual Link record.

Deletes the specified Individual and records from any data source object mapped to the Individual data model object.

Deletes the specified Individual and records from any data model object/data lake object related to the Individual.

QUESTION 60
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.

QUESTION 61
A user is not seeing suggested values from newly-modeled data when building a segment.
What is causing this issue?

Value suggestion is still processing and to be available.

Value suggestion requires Data Aware Specialist permissions at a minimum.

Value suggestion can only work on direct attributes and not related attributes.

Value suggestion will only return result for the first 50 values of a specific attribute.

QUESTION 62
What should a user do to pause a segment activation with the intent of using that segment again?

Deactivate the segment.

Delete the segment.

Skip the activation.

Stop the publish schedule.

QUESTION 63
Northern Trail Outfitters (NTO) wants to connect their B2C Commerce data with Data Cloud and bring two years of transactional history into Data Cloud.
What should NTO use to achieve this?

B2C Commerce Starter Bundles

Direct Sales Order entity ingestion

Direct Sales Product entity ingestion

B2C Commerce Starter Bundles plus a custom extract

QUESTION 64
A Data Cloud consultant recently added a new data source and mapped some of the data to a new custom data model object (DMO) that they want to use for creating segments. However, they cannot view the newly created DMO when trying to create a new segment.
What is the cause of this issue?

Data has not yes been ingested into the DMO.

The new DMO is not of category Profile.

The new DMO does not have a relationship to the individual DMO

Segmentation is only supported for the Individual and Unified Individual DMOs.

QUESTION 65
A segment fails to refresh with the error “Segment references too many data lake objects (DLOS)”.
Which two troubleshooting tips should help remedy this issue?
Choose 2 answers

Split the segment into smaller segments.

Use calculated insights in order to reduce the complexity of the segmentation query.

Refine segmentation criteria to limit up to five custom data model objects (DMOs).

Space out the segment schedules to reduce DLO load.

QUESTION 66
A customer has a requirement to receive a notification whenever an activation fails for a particular segment.
Which feature should the consultant use to solution for this use case?

Flow

Report

Activation alert

Dashboard

QUESTION 67
Which information is provided in a .csv file when activating to Amazon S3?

An audit log showing the user who activated the segment and when it was activated

The activated data payload

The metadata regarding the segment definition

The manifest of origin sources within Data Cloud

QUESTION 68
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 toa accommodatethe timestamp.

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