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| Section | Objectives |
|---|---|
| Data Architecture and Design | - Data modeling best practices in Salesforce - Handling large data volume and scalability considerations - Conceptual and logical data modeling |
| Data Management | - Data quality management - Data governance principles - Master data management (MDM) concepts |
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation |
| Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Relationships and schema design - Reporting and analytics considerations |
| Data Integration | - API-based integration approaches - Integration patterns in Salesforce - ETL vs ELT strategies |
Question 1
Which API should a data architect use if exporting 1 million records from Salesforce?
A. Streaming API
B. Bulk API
C. REST API
D. SOAP API
Question 2
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. Master Detail Field on VTOTime_ c to Project_c with rollup summary field on Project __c showing sum of hours from VTOTime_c records.
B. Lookup Field on Project_c to VTOTime_c displaying a list of VTOTime__c in a related list.
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 VTOTime_c to Project_c with formula filed on Project__ c showing Sum of hours from VTOTime__c records.
Question 3
Universal Containers (UC) maintains a collection of several million Account records that represent business in the United Sates. As a logistics company, this list is one of the most valuable and important components of UC's business, and the accuracy of shipping addresses is paramount.
Recently it has been noticed that too many of the addresses of these businesses are inaccurate, or the businesses don't exist. Which two scalable strategies should UC consider to improve the quality of their Account addresses?
A. Leverage Data.com Clean to clean up Account address fields with the D&B database.
B. Contact each business on the list and ask them to review and update their address information.
C. Build a team of employees that validate Accounts by searching the web and making phone calls.
D. Integrate with a third-party database or services for address validation and enrichment.
Question 4
Northern Trail Outfitters (NTO) has the following systems:
- Customer master-source of truth for customer information
- Service cloud-customer support
- Marketing cloud-marketing support
- Enterprise data warehouse--business reporting
The customer data is duplicated across all these systems and are not kept in sync. Customers are also complaining that they get repeated marketing emails and have to call into update their information.
NTO is planning to implement master data management (MDM) solution across the enterprise.
Which three data will an MDM tool solve? Choose 3 answer
A. Data standardization
B. Data accuracy and quality
C. Data loss and recovery
D. Data completeness
E. Data duplication
Question 5
Universal Containers (UC) has a data model as shown in the image. The Project object has a private sharing model, and it has Roll -Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project. What should the architect consider, knowing there will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.com?
A. Load all data after deferring sharing calculations.
B. Use workflow to calculate summary values instead of Roll -Up.
C. Load all data using external IDs to link to parent records.
D. Use triggers to calculate summary values instead of Roll -Up.
Solutions:
| Question 1 Answer: B | Question 2 Answer: A | Question 3 Answer: A,D | Question 4 Answer: A,B,E | Question 5 Answer: A |
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