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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Cloud Setup and Administration | 12% | - Permissions and access control - Monitoring and maintenance tools - Data spaces and configuration - Data streams and data bundles |
| Topic 2: Data Ingestion and Modeling | 20% | - Data validation and inspection - Data modeling best practices - Transformation and mapping - Ingestion from various sources |
| Topic 3: Segmentation and Insights | 18% | - Calculated vs streaming insights - Segment creation and configuration - Insight implementation - Segment membership analysis |
| Topic 4: Identity Resolution | 14% | - Matching and reconciliation rules - Identity use cases - Conflict resolution - Unified profile creation |
| Topic 5: Data Cloud Overview | 18% | - Business value and use cases - Architecture and ecosystem - Core concepts and terminology |
| Topic 6: Act on Data | 18% | - Attribute usage and management - Activation concepts and use cases - Troubleshooting activations - Process automation and triggering |
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NEW QUESTION # 49
A customer has requested that their personal data be deleted. Which action should be performed to accommodate this request in Data Cloud?
Answer: A
Explanation:
This action should be performed to accommodate the request to delete personal data in Data Cloud. 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 source data streams. Reference: https://help.salesforce.com/s/articleView?id=sf.c360_a_data_cloud_consent_api.htm&type=5
NEW QUESTION # 50
How can a consultant modify attribute names to match a naming convention in Cloud File Storage targets?
Answer: C
Explanation:
A Cloud File Storage target is a type of data action target in Data Cloud that allows sending data to a cloud storage service such as Amazon S3 or Google Cloud Storage. When configuring an activation to a Cloud File Storage target, a consultant can modify the attribute names to match a naming convention by setting preferred attribute names in Data Cloud. Preferred attribute names are aliases that can be used to control the field names in the target file. They can be set for each attribute in the activation configuration, and they will override the default field names from the data model object. The other options are incorrect because they do not affect the field names in the target file. Using a formula field to update the field name in an activation will not change the field name, but only the field value. Updating attribute names in the data stream configuration will not affect the existing data lake objects or data model objects. Updating field names in the data model object will change the field names for all data sources and activations that use the object, which may not be desirable or consistent. References: Preferred Attribute Name, Create a Data Cloud Activation Target, Cloud File Storage Target
NEW QUESTION # 51
Cumulus Financial created a segment called Multiple Investments that contains individuals who have invested in two or more mutual funds.
The company plans to send an email to this segment regarding a new mutual fund offering, and wants to personalize the email content with information about each customer's current mutual fund investments.
How should the Data Cloud consultant configure this activation?
Answer: C
Explanation:
To personalize the email content with information about each customer's current mutual fund investments, the Data Cloud consultant needs to add related attributes to the activation. Related attributes are additional data fields that can be sent along with the segment to the target system for personalization or analysis purposes. In this case, the consultant needs to add the Fund Name attribute, which contains the name of the mutual fund that the customer has invested in, and apply a filter for Fund Type equal to "Mutual Fund" to ensure that only relevant data is sent. The other options are not correct because:
A). Including Fund Type equal to "Mutual Fund" as a related attribute is not enough to personalize the email content. The consultant also needs to include the Fund Name attribute, which contains the specific name of the mutual fund that the customer has invested in.
C). Adding related attribute Fund Type is not enough to personalize the email content. The consultant also needs to add the Fund Name attribute, which contains the specific name of the mutual fund that the customer has invested in, and apply a filter for Fund Type equal to "Mutual Fund" to ensure that only relevant data is sent.
D). Including Fund Name and Fund Type by default for post processing in the target system is not a valid option. The consultant needs to add the related attributes and filters during the activation configuration in Data Cloud, not after the data is sent to the target system. References: Add Related Attributes to an Activation
- Salesforce, Related Attributes in Activation - Salesforce, Prepare for Your Salesforce Data Cloud Consultant Credential
NEW QUESTION # 52
What are two benefits Data Cloud provides a company in relation to managing customer data?
Answer: A,C
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 # 53
To which Data Model entity should the Email field from a CRM Contact object be mapped?
Answer: D
Explanation:
The Email field from a CRM Contact object should be mapped to the Contact Point Email entity in the Customer 360 data model. This entity represents an email address that is associated with an individual or an account contact. Reference: [Contact Point Email Entity]
NEW QUESTION # 54
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