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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Integration- API-based integration approaches
- ETL vs ELT strategies
- Integration patterns in Salesforce
Topic 2: Data Architecture and Design- Data modeling best practices in Salesforce
- Conceptual and logical data modeling
- Handling large data volume and scalability considerations
Topic 3: Data Migration- Data migration strategies and planning
- Data cleansing and transformation
Topic 4: Data Management- Data quality management
- Data governance principles
- Master data management (MDM) concepts
Topic 5: Salesforce Data Model and Platform Capabilities- Standard and custom objects
- Reporting and analytics considerations
- Relationships and schema design

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Salesforce Certified Platform Data Architect Sample Questions (Q251-Q256):

NEW QUESTION # 251
NTO has 1 million customer records spanning 25 years. As part of its new SF project, NTO would like to create a master data management strategy to help preserve the history and relevance of its customer data. Which 3 activities will be required to identify a successful master data management strategy? Choose 3 answer

Answer: A,B,E

Explanation:
The three activities that will be required to identify a successful master data management strategy are:
Identify data to be replicated: This activity involves determining which data elements need to be copied from one system to another, and how frequently the replication should occur. This can help ensure data consistency and availability across systems.
Create a data archive strategy: This activity involves defining how historical data will be stored, accessed, and deleted over time. This can help optimize data storage, performance, and compliance.
Define the systems of record for critical data: This activity involves identifying which system owns and maintains the authoritative version of each data element. This can help avoid data conflicts and duplication across systems.
Install a data warehouse is not a required activity, but rather a possible option for consolidating data from multiple sources for analytics purposes. Choose a Business Intelligence tool is not a required activity, but rather a possible option for visualizing and reporting on data from various sources.


NEW QUESTION # 252
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?

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 # 253
What is a key cause of ownership data skew?

Answer: D

Explanation:
Ownership skew occurs when one user owns a large number of records, affecting performance.


NEW QUESTION # 254
NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past
5 years. Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org. NTO has decided to engage a data architect to analyze and define data quality standards. Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 Answer

Answer: B,C,E

Explanation:
Defining data duplication standards and rules, measuring data timeliness and consistency, and measuring data completeness and accuracy are three key factors that a data architect should consider while defining data quality standards. Defining data duplication standards and rules can help prevent or reduce duplicate records in the org by specifying criteria and actions for identifying and merging duplicates. Measuring data timeliness and consistency can help ensure that the data is up-to-date, reliable, and synchronized across different sources. Measuring data completeness and accuracy can help ensure that the data is sufficient, relevant, and correct for the intended purposes.


NEW QUESTION # 255
Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting reports in the Salesforce org. Which solution should a data architect recommend to improve reporting performance?

Answer: B


NEW QUESTION # 256
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