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Salesforce Data-Architect Certification will help you achieve a better understanding of the Salesforce platform and become a master of data architecture. Salesforce Certified Data Architect certification requires you to have an in-depth knowledge of Salesforce data architecture concepts, best practices, and implementation. You'll learn how to create a scalable, performant, and maintainable data architecture for your organization's goals.

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Salesforce Certified Data Architect Sample Questions (Q103-Q108):

NEW QUESTION # 103
Northern Trail Outfitters (NTO) has multiple Salesforce orgs based on regions. Users need read-only access to customers across all Salesforce orgs.
Which feature in Salesforce can be used to provide access to customer records across all NTO orgs?

A. Federated Search
B. Salesforce Connect
C. External APIs
D. Salesforce 2 Salesforce

Answer: B

NEW QUESTION # 104
A national nonprofit organization is using Salesforce to recruit members. The recruitment process requires a member to be matched with a volunteer opportunity. Given the following:
1. A record is created in Project__ c and used to track the project through completion.
2. The member may then start volunteering and is required to track their volunteer hours, which is stored in VTOTime_c object related to the project.
3. Ability to view or edit the VTOTime__c object needs to be the same as the Project__ c record.
4. Managers must see total hours volunteered while viewing the Project__ c record.
Which data relationship should the data architect use to support this requirement when creating the custom VTOTime__c object?

A. Lookup field on VTOTime_c to Project_c with formula filed on Project__ c showing Sum of hours from VTOTime__c records.
B. Master Detail Field on VTOTime_ c to Project_c with rollup summary field on Project __c showing sum of hours from VTOTime_c records.
C. Master Detail field on Project _c to VTOTime _c showing a list of VTOTime_c Records in a related list.
D. Lookup Field on Project_c to VTOTime_c displaying a list of VTOTime__c in a related list.

Answer: B

Explanation:
A master-detail field on VTOTime__c to Project__c is the data relationship that the data architect should use to support the requirement when creating the custom VTOTime__c object. A master-detail relationship creates a parent-child relationship between two objects, where the master record controls certain behaviors of the detail record, such as security, ownership, deletion, and roll-up summary fields. By using a master-detail field on VTOTime__c to Project__c, you can ensure that the ability to view or edit the VTOTime__c object is the same as the Project__c record, and that managers can see the total hours volunteered while viewing the Project__c record using a roll-up summary field.

NEW QUESTION # 105
Universal Containers is establishing a call center that will use Salesforce. UC receives 10 million calls and creates 100 million cases every month. Cases are linked to a custom call object using lookup relationship. UC would like to run reports and dashboard to better understand different case types being created on calls to better serve customers.
What solution should a data architect recommend to meet the business requirement?

A. Leverage out-of-the-box reports and dashboard on case and interactive voice response (IVR) custom object.
B. Leverage custom objects to store aggregate data and run analytics.
C. Leverage big objects to archive records and Einstein Analytics to run reports.
D. Archive records to a data warehouse and run analytics on the data warehouse.

Answer: C

Explanation:
According to this article, big objects can store and manage massive amounts of data on the Salesforce platform. This can help UC to archive records from other objects or bring massive datasets from outside systems into a big object. According to this article, Einstein Analytics can be used to create dashboards and lenses to analyze big object data and get insights from advanced AI-driven analytics.

NEW QUESTION # 106
Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?

A. Use custom objects and fields to calculate data quality.
B. Export the data to an enterprise data warehouse and use BI tools for data quality.
C. Generate reports to view the quality of sample data.
D. Use third-party AppExchange tools to monitor and measure data quality.

Answer: D

Explanation:
Using third-party AppExchange tools to monitor and measure data quality can address the requirement of UC executives by providing features such as data cleansing, deduplication, validation, enrichment, and scoring. These tools can help improve the accuracy, completeness, and consistency of the data entered by sales reps .

NEW QUESTION # 107
DreamHouse Realty has an integration that creates records in a Salesforce Custom Object. The Custom Object has a field marked as required on the page layout.
DreamHouse Realty has noticed that many of the records coming from the external system are missing data in this field.
The Architect needs to ensure this field always contains data coming from the source system.
Which two approaches should the Architect take? Choose 2 answers

A. Set up a Validation Rule to prevent blank values.
B. Blame the customer's external system for bad data.
C. Mark the field required in setup at the field level.
D. Create a Workflow to default a value into this field.

Answer: A,C

NEW QUESTION # 108
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