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Quiz Data-Con-10: Salesforce Certified Data 360 Consultant

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Quiz

1/10
Calculated Insights - Metrics and Transformations
A retailer wants to calculate the total revenue generated by each customer during the current calendar year. Which calculated insight design best satisfies this requirement?
Select the answer
1 correct answer
A.
Use Customer as the dimension, sum the transaction amount as the measure, and filter transactions to the current calendar year
B.
Use Transaction Date as the dimension, count customers as the measure, and filter to transactions with a positive amount
C.
Use Customer as the measure, count transaction records as the dimension, and filter to the current calendar year
D.
Use the customer identifier as a filter only and calculate the average transaction amount without a date filter

Quiz

2/10
Data Harmonization and Data Mapping
A source system provides a field named 'Cust_ID', while the Salesforce Data Cloud data model expects the Individual identifier. What is the primary purpose of mapping the source field to the appropriate data model object field?
Select the answer
1 correct answer
A.
To associate the source value with the standardized business meaning used across Data Cloud
B.
To encrypt the source value before it is stored
C.
To automatically create an identity-resolution rule for every source record
D.
To convert every value in the source system into a Salesforce record ID

Quiz

3/10
Activation - Destinations and Data Actions
A marketer wants to send a Data Cloud segment to an advertising platform and include selected customer attributes with each activated profile. Which configuration is required?
Select the answer
1 correct answer
A.
Configure an activation target with the destination and select the segment and attributes to publish
B.
Create only a calculated insight; calculated insights are automatically sent to every destination
C.
Create an identity-resolution ruleset and use it as the advertising destination
D.
Create a data action without defining a destination or activation target

Quiz

4/10
Identity Resolution - Rulesets and Matching Rules
A business wants records to match only when both normalized email address and country are identical. Which matching-rule design most closely represents this requirement?
Select the answer
1 correct answer
A.
Use an exact match condition for normalized email and an exact match condition for country, with both conditions required
B.
Use a fuzzy match on name alone and ignore country
C.
Use an exact match on postal code only and treat email as optional
D.
Use a reconciliation rule without defining any matching criteria

Quiz

5/10
Data Cloud Fundamentals and Architecture
Which sequence best describes the typical Data Cloud processing flow for bringing source data into an activated audience?
Select the answer
1 correct answer
A.
Ingest source data, map and harmonize it to the data model, resolve identities, create segments or insights, and activate the results
B.
Create an activation first, then use it to ingest and map source data automatically
C.
Run identity resolution before source data is ingested and before fields are mapped
D.
Create a calculated insight directly from unconnected source fields without ingestion or harmonization

Quiz

6/10
Data Ingestion - Connectors and Data Streams
A company wants to ingest order data stored in an external cloud storage system into Salesforce Data Cloud. Which sequence best describes the normal ingestion process?
Select the answer
1 correct answer
A.
Create a data stream using the appropriate connector, select the source object or file, and map the incoming fields to a data lake object.
B.
Create a segment first, then use the segment to pull records directly from the external storage system.
C.
Create a calculated insight, which automatically connects to the external storage system and imports the order records.
D.
Create a data model object manually and expect Data Cloud to discover and ingest the external records without a data stream.

Quiz

7/10
Data Cloud Data Model - Data Model Objects and Attributes
A company ingests customer data from Salesforce CRM and an ERP system. The source systems use different field names and formats for customer identifiers and addresses. The company wants to use a common, harmonized customer representation for segmentation in Data Cloud. Which approach correctly uses Data Cloud data model objects and attributes?
Select the answer
1 correct answer
A.
Map each source directly to the Unified Individual DMO and allow Data Cloud to retain the source-specific field definitions.
B.
Ingest the source data into data lake objects, then map the relevant fields to the corresponding attributes of a standard or custom data model object.
C.
Create a separate data model object for every source field so that no source-field transformation is required.
D.
Store the source records only in data lake objects because data model objects are used exclusively for reporting and not segmentation.

Quiz

8/10
Data Ingestion - Batch, Streaming, and Near-Real-Time Processing
A source system delivers a complete snapshot of its 20-million-record product catalog each night. The file includes every current product, including products that were not changed since the previous delivery. Which ingestion approach best matches this delivery pattern?
Select the answer
1 correct answer
A.
Use batch ingestion with a full refresh so each delivery represents the complete current catalog
B.
Use incremental batch ingestion and assume each file contains only records changed since the previous delivery
C.
Use streaming ingestion because the catalog contains a large number of records
D.
Use near-real-time processing to merge the nightly snapshot into the catalog continuously

Quiz

9/10
Data Governance - Consent, Privacy, and Data Retention
A marketing team wants to use customer data for a new campaign. The records were collected for order fulfillment, and the organization has not established that the original permission covers marketing. What should the team do before activating the audience?
Select the answer
1 correct answer
A.
Treat fulfillment permission as covering related commercial communications
B.
Check the applicable purpose and legal basis, then obtain or record any additional permission required
C.
Use the records if they contain a valid email address
D.
Send the campaign first and process objections after delivery

Quiz

10/10
Data Quality, Monitoring, and Error Handling
A data stream reports a successful refresh, but a segment that depends on recent purchases excludes customers whose source records show purchases from yesterday. Which check should be performed first?
Select the answer
1 correct answer
A.
Compare the source event timestamps with the timestamps and refresh coverage of the ingested data
B.
Replace the identity resolution rules with exact matching on every available field
C.
Rebuild the segment using a broader customer population
D.
Change the purchase amount field from a numeric type to text
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  • Quiz name:Data-Con-10: Salesforce Certified Data 360 Consultant
  • Total number of questions:274
  • Number of questions for the test:50
  • Pass score:80%

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