Data-Con-101 sample questions

Question 1

A Data Cloud consultant is configuring Identity Resolution for a banking client. The client has three sources of customer data: Core Banking (High Trust), Credit Card System (Medium Trust), and Marketing Leads (Low Trust). When merging the 'Email Address' field, the requirement is to always prefer the value from Core Banking if it exists; otherwise, use the Credit Card System, and finally the Marketing Leads. Which reconciliation rule should be applied?

Accepted Answer

Source Priority

Answer

Most Frequent

Answer

Aggregation

Answer

Last Updated

Question 2

Which of the following objects in the Data Cloud data model is strictly non-materialized and acts as a view on top of Data Lake Objects (DLOs) during the harmonization process?

Accepted Answer

Data Model Object (DMO)

Answer

Unified Individual Object

Answer

Calculated Insight Object (CIO)

Answer

Data Source Object (DSO)

Question 3

A company wants to calculate the 'Lifetime Value' (LTV) of their customers. This calculation requires aggregating transaction data over the last 5 years. Which Data Cloud feature is designed to perform this complex aggregation and make the metric available for segmentation?

Accepted Answer

Calculated Insights

Answer

Flow Orchestration

Answer

Batch Data Transforms

Answer

Streaming Transforms

Question 4

True or False: In Data Cloud, a single Data Stream can populate multiple Data Model Objects (DMOs) directly without the use of a data transform.

Accepted Answer

True

Answer

False

Question 5

A consultant is troubleshooting a segmentation issue where recent purchases are not appearing in the target segment. The data stream is active, and the data model is mapped. Upon investigation, the consultant notices that the 'Data Transforms' used to clean the data run on a schedule that does not align with the segment publication. What is the most likely cause of the data latency?

Accepted Answer

Batch Data Transforms process data asynchronously and must complete before the segment can consume the updated DMOs.

Answer

Segments in Data Cloud only update once every 24 hours regardless of underlying data changes.

Answer

The Identity Resolution ruleset needs to be manually triggered to recognize new purchase data.

Answer

Streaming data transforms are required for all segmentation activities.

Question 6

Select TWO primary use cases for using Data Actions in Data Cloud over standard Activations. (Select TWO)

Accepted Answer

Triggering a near real-time Salesforce Platform Event based on a data change or insight threshold.

Accepted Answer

Initiating a Salesforce Flow to update a record in Sales Cloud when a customer enters a high-value segment.

Answer

Publishing an audience to Meta (Facebook) for ad targeting.

Answer

Sending a bulk CSV file of a segment to an SFTP server for a direct mail campaign.

Free Data-Con-101 sample questions

Which of the following objects in the Data Cloud data model is strictly non-materialized and acts as a view on top of Data Lake Objects (DLOs) during the harmonization process?

A company wants to calculate the 'Lifetime Value' (LTV) of their customers. This calculation requires aggregating transaction data over the last 5 years. Which Data Cloud feature is designed to perform this complex aggregation and make the metric available for segmentation?

True or False: In Data Cloud, a single Data Stream can populate multiple Data Model Objects (DMOs) directly without the use of a data transform.

Select TWO primary use cases for using Data Actions in Data Cloud over standard Activations. (Select TWO)

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