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| Section | Weight | Objectives |
|---|---|---|
| Data Cloud Setup and Administration | 12% | - Monitoring and maintenance tools - Data streams and data bundles - Data spaces and configuration - Permissions and access control |
| Data Ingestion and Modeling | 20% | - Transformation and mapping - Data modeling best practices - Data validation and inspection - Ingestion from various sources |
| Data Cloud Overview | 18% | - Core concepts and terminology - Business value and use cases - Architecture and ecosystem |
| Act on Data | 18% | - Activation concepts and use cases - Attribute usage and management - Troubleshooting activations - Process automation and triggering |
| Segmentation and Insights | 18% | - Insight implementation - Calculated vs streaming insights - Segment creation and configuration - Segment membership analysis |
| Identity Resolution | 14% | - Matching and reconciliation rules - Identity use cases - Conflict resolution - Unified profile creation |
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NEW QUESTION # 39
Cloud Kicks has received a Request to be Forgotten by a customer. In which two ways can Data Cloud honor this request?
Answer: A,C
Explanation:
These two ways can help Data Cloud honor a request to be forgotten by a customer. The Consent API allows you to set a consent flag for an individual that prevents further processing of their data and deletes their records from sourcedata streams. The delete from file functionality allows you to upload a file with individual IDs that will be deleted from Data Cloud. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5https://help.salesfo
NEW QUESTION # 40
What are two benefits Data Cloud provides a company in relation to managing customer data?
Answer: A,D
Explanation:
These two benefits Data Cloudprovides a company in relation to managing customer data. Unified Identity Resolution allows a company to link data from different sources and create a single view of each customer.
Data Harmonization allows a company to standardize and enrich data from different sources and improve data quality and usability. References:
https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_identity_resolution.htm&type=5https://help.
NEW QUESTION # 41
Cumulus Financial created a segment called High Investment Balance Customers. This is a foundational segment that includes several segmentation criteria the marketing team should consistently use.
Which feature should the consultant suggest the marketing team use to ensure this consistency when creating future, more refined segments?
Answer: C
Explanation:
Nested segments are segments that include or exclude one or more existing segments. They allow the marketing team to reuse filters and maintain consistency in their data by using an existing segment to build a new one. For example, the marketing team can create a nested segment that includes High Investment Balance Customers and excludes customers who have opted out of email marketing. This way, they can leverage the foundational segment and apply additional criteria without duplicating the rules. The other options are not the best features to ensure consistency because:
B). A calculated insight is a data object that performs calculations on data lake objects or CRM data and returns a result. It is not a segment and cannot be used for activation or personalization.
C). A data kit is a bundle of packageable metadata that can be exported and imported across Data Cloud orgs.
It is not a feature for creating segments, but rather for sharing components.
D). Cloning a segment creates a copy of the segment with the same rules and filters. It does not allow the marketing team to add or remove criteria from the original segment, and it may create confusion and redundancy. References: Create a Nested Segment - Salesforce, Save Time with Nested Segments (Generally Available) - Salesforce, Calculated Insights - Salesforce, Create and Publish a Data Kit Unit | Salesforce Trailhead, Create a Segment in Data Cloud - Salesforce
NEW QUESTION # 42
Which data model subject area defines the revenue or quantity for an opportunity by product family?
Answer: C
Explanation:
The Sales Order subject area defines the details of an order placed by a customer for one or more products or services. It includes information such as the order date, status, amount, quantity, currency, payment method, and delivery method. The Sales Order subject area also allows you to track the revenue or quantity for an opportunity by product family, which is a grouping of products that share common characteristics or features.
For example, you can use the Sales Order Line Item DMO to associate each product in an order with its product family, and then use the Sales Order Revenue DMO to calculate the total revenue or quantity for each product family in an opportunity. References: Sales Order Subject Area, Sales Order Revenue DMO Reference
NEW QUESTION # 43
To import campaign members into a campaign in CRM a user wants to export the segment to Amazon S3.
The resulting file needs to include CRM Campaign ID in the name. How can this outcome be achieved?
Answer: D
Explanation:
You can use the filename specification option in the Amazon S3 activation to customize the name of the file that is exported. You can use variables such as {campaignId} to include the CRM campaign ID in the file name. References:https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_amazon_s3.
htm&type=5
NEW QUESTION # 44
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