A consultant has an activation that is set to publish every 12 hours, but has discovered that updates to the data prior to activation are delayed by up to 24 hours.
Which two areas should a consultant review to troubleshoot this issue? (Choose two.)
AReview data transformations to ensure they're run after calculated insights.
BReview calculated insights to make sure they're run after the segments are refreshed.
CReview segments to ensure they’re refreshed after the data is ingested.
DReview calculated insights to make sure they're run before segments are refreshed.
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?
AUse Salesforce sharing rules on the Account object to filter and segregate records based on Country.
BUse formula fields based on the Account Country field to filter incoming records.
CUse streaming transforms to filter out Account data based on Country and map to separate data model objects accordingly.
DUse the data spaces feature and apply filtering on the Account data lake object based on Country.
Which configuration supports separate Amazon S3 buckets for data ingestion and activation?
AMultiple S3 connectors in Data Cloud setup
BDedicated S3 data sources in Data Cloud setup
CDedicated S3 data sources in activation setup
DSeparate user credentials for data stream and activation target
What does the Source Sequence reconciliation rule do in identity resolution?
AIdentifies which data sources should be used in the process of reconciliation by prioritizing the most recently updated data source
BIncludes data from sources where the data is most frequently occurring
CSets the priority of specific data sources when building attributes in a unified profile, such as a first or last name
DIdentifies which individual records should be merged into a unified profile by setting a priority for specific data sources
A client wants to bring in loyalty data from a custom object in Salesforce CRM that contains a point balance for accrued hotel points and airline points within the same record. The client wants to split these point systems into two separate records for better tracking and processing.
What should a consultant recommend in this scenario?
AUse batch transforms to create a second data lake object.
BCreate a junction object in Salesforce CRM and modify the ingestion strategy.
CClone the data source object.
DCreate a data kit from the data lake object and deploy it to the same Data Cloud org.
A customer requests that their personal data be deleted.
Which action should the consultant take to accommodate this request in Data Cloud?
AUse Consent API to request deletion of the customer's information.
BUse a streaming API call to delete the customer's information.
CUse the Data Rights Subject Request tool to request deletion of the customer's information.
DUse Profile Explorer to delete the customer data from Data Cloud.
How does Data Cloud handle an individual's Right to be Forgotten?
ADeletes the specified Individual and records from any data source object mapped to the Individual data model object.
BDeletes the specified Individual and records from any data model object/data lake object related to the Individual.
CDeletes the records from all data source objects, and any downstream data model objects are updated at the next scheduled ingestion.
DDeletes the specified Individual record and its Unified Individual Link record.
Which data model subject area defines the revenue or quantity for an opportunity by product family?
AEngagement
BSales Order
CProduct
DParty
Which method should a consultant use when performing aggregations in windows of 15 minutes on data collected via the Interactions SDK or Mobile SDK?
AFormula fields
BStreaming insight
CCalculated insight
DBatch transform
A new user of Data Cloud only needs to be able to review individual rows of ingested data and validate that it has been modeled successfully to its linked data model object. The user will also need to make changes if required.
What is the minimum permission set needed to accommodate this use case?
AData Cloud for Marketing Specialist
BData Cloud Admin
CData Cloud for Marketing Data Aware Specialist
DData Cloud User
Northern Trail Outfitters unifies individuals in its Data Cloud instance.
Which three features can the consultant use to validate the data on a unified profile? (Choose three.)
AQuery API
BData Explorer
CIdentity Resolution
DData Actions
EProfile Explorer
Cumulus Financial wants to be able to track the daily transaction volume of each of its customers in real time and send out a notification as soon as it detects volume outside a customer's normal range.
What should a consultant do to accommodate this request?
AUse streaming data transform combined with a data action.
BUse streaming data transform with a flow.
CUse a streaming insight paired with a data action.
DUse a calculated insight paired with a flow.
Northern Trail Outfitters wants to use some of its Marketing Cloud data in Data Cloud.
Which engagement channel data will require custom integration?
ASMS
BCloudPage
CMobile push
DEmail
A consultant is building a segment to announce a new product launch for customers that have previously purchased black pants.
How should the consultant place the attributes for product color and product type from the Order Product object to meet this criteria?
APlace an attribute for the "black pants" calculated insight to dynamically apply.
BPlace the attribute for product color in one container and the attribute for product type in another container.
CPlace the attributes for product color and product type as direct attributes.
DPlace the attributes for product color and product type in a single container.
What is the result of a segmentation criteria filtering on City | Is Equal To | 'San José'?
Northern Trail Outfitters is using the Marketing Cloud Starter Data Bundles to bring Marketing Cloud data into Data Cloud.
What are two of the available datasets in Marketing Cloud Starter Data Bundles? (Choose two.)
AMobilePush
BPersonalization
CMobileConnect
DLoyalty Management
Cumulus Financial uses Data Cloud to segment banking customers and activate them for direct mail via a Cloud File Storage activation. The company also wants to analyze individuals who have been in the segment within the last 2 years.
Which Data Cloud component allows for this?
ACalculated insights
BSegment membership data model object
CSegment exclusion
DNested segments
Cumulus Financial uses Service Cloud as its CRM and stores mobile phone, home phone, and work phone as three separate fields for its customers on the Contact record. The company plans to use Data Cloud and ingest the Contact object via the CRM Connector.
What is the most efficient approach that a consultant should take when ingesting this data to ensure all the different phone numbers are properly mapped and available for use in activation?
AIngest the Contact object and map the Work Phone, Mobile Phone, and Home Phone to the Contact Point Phone data map object from the Contact data stream by adding custom fields for Work and Home Phone.
BIngest the Contact object and use streaming transforms to normalize the phone numbers from the Contact data stream into a separate Phone data lake object (DLO) that contains three rows, and then map this new DLO to the Contact Point Phone data map object.
CIngest the Contact object and create formula fields in the Contact data stream on the phone numbers, and then map to the Contact Point Phone data map object.
DIngest the Contact object and then create a calculated insight to normalize the phone numbers, and then map to the Contact Point Phone data map object.
What should a user do to pause a segment activation with the intent of using that segment again?
ASkip the activation.
BStop the publish schedule.
CDeactivate the segment.
DDelete the segment.
Cumulus Financial needs to create a composite key on an incoming data source that combines the fields Customer Region and Customer Identifier.
Which formula function should a consultant use to create a composite key when a primary key is not available in a data stream?
ACAST
BCONCAT
CCOALESCE
DCOMBINE
A Data Cloud consultant is in the process of setting up data streams for a new service-based data source.
When ingesting Case data, which field is recommended to be associated with the Event Time field?
ALast Modified Date
BEscalation Date
CResolution Date
DCreation Date
Northern Trail Outfitters (NTO) is configuring an identity resolution ruleset based on Fuzzy Name and Normalized Email.
What should NTO do to ensure the best email address is activated?
AUse the source priority order in activations to make sure a contact point from the desired source is delivered to the activation target.
BSet the default reconciliation rule to Last Updated.
CEnsure Marketing Cloud is prioritized as the first data source in the Source Priority reconciliation rule.
DInclude Contact Point Email object Is Active field as a match rule.
A customer needs to integrate in real time with Salesforce CRM.
Which feature accomplishes this requirement?
AData model triggers
BData actions and Lightning web components
CStreaming transforms
DSales and Service bundle
Northern Trail Outfitters (NTO), an outdoor lifestyle clothing brand, recently started a new line of business. The new business specializes in gourmet camping food. For business reasons as well as security reasons, it's important to NTO to keep all Data Cloud data separated by brand.
Which capability best supports NTO's desire to separate its data by brand?
AData sources for each brand
BData model objects for each brand
CData spaces for each brand
DData streams for each brand
An organization wants to enable users with the ability to identify and select text attributes from a picklist of options.
Which Data Cloud feature should help with this use case?
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