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Salesforce Plat-Arch-201 Exam Syllabus Topics:

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

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Salesforce Certified Platform Data Architect Sample Questions (Q115-Q120):

NEW QUESTION # 115
What is a key cause of ownership data skew?

A. Too many roles
B. Too many fields
C. Too many validation rules
D. Too many records owned by one user

Answer: D

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

NEW QUESTION # 116
A customer is facing locking issued when importing large data volumes of order records that are children in a master-detail relationship with the Account object. What is the recommended way to avoid locking issues during import?

A. Import Account records first followed by order records after sorting order by OrderID.
B. Change the relationship to Lookup and update the relationship to master-detail after import.
C. Import Account records first followed by order records after sorting orders by AccountID.
D. Import Order records and Account records separately and populate AccountID in orders using batch Apex.

Answer: C

Explanation:
Importing Account records first followed by order records after sorting orders by AccountID is the recommended way to avoid locking issues during import. This can reduce the number of lock contention errors by minimizing the number of parent records that are concurrently processed by multiple batches. Sorting orders by AccountID can also group the child records by their parent records and avoid updating the same parent record in different batches. Importing Account records first followed by order records after sorting order by OrderID will not help with avoiding locking issues because it does not group the child records by their parent records. Changing the relationship to Lookup and updating the relationship to master-detail after import will not work because changing a relationship from Lookup to master-detail requires that all child records have a parent record, which may not be the case after import. Importing Order records and Account records separately and populating AccountID in orders using batch Apex will not help with avoiding locking issues because it still requires updating the parent records in batches.

NEW QUESTION # 117
Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
- Access to customer information based on record ownership
- Ability for customers to request removal of their information from
Salesforce
- Prevent users from accessing Salesforce from outside company network
(virtual private network, or VPN)
What should a data architect recommend to address these requirements?

A. Contact Salesforce support to restrict access only with VPN and other requirements
B. Implement IP restrictions, sharing settings, and custom Apex to support customer requests.
C. Allow users access to Salesforce through a custom web application hosted within VPN.
D. Implement Salesforce shield with Event Monitoring to address the requirement.

Answer: B

Explanation:
IP restrictions can be used to prevent users from accessing Salesforce from outside the company network or VPN. According to this article, sharing settings can be used to control access to customer information based on record ownership. According to this article, custom Apex can be used to support customer requests for removal of their information from Salesforce.

NEW QUESTION # 118
To address different compliance requirements, such as general data protection regulation (GDPR), personally identifiable information (PII), of health insurance Portability and Accountability Act (HIPPA) and others, a SF customer decided to categorize each data element in SF with the following:
- Data owner
- Security Level, such as confidential
- Compliance types such as GDPR, PII, HIPPA
A compliance audit would require SF admins to generate reports to manage compliance.
What should a data architect recommend to address this requirement?

A. Build reports for field information, then export the information to classify and report for Audits.
B. Create a custom object and field to capture necessary compliance information and build custom reports.
C. Use metadata API, to extract field attribute information and use the extract to classify and build reports
D. Use field metadata attributes for compliance categorization, data owner, and data sensitivity level.

Answer: D

Explanation:
The data architect should recommend using field metadata attributes for compliance categorization, data owner, and data sensitivity level. This will allow the SF admins to generate reports to manage compliance based on the field metadata attributes that are defined for each data element in SF.

NEW QUESTION # 119
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system. How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?

A. Create a custom lookup field on the standard Product to reference the parent record in the hierarchy.
B. Create an Apex trigger to synchronize the Product Family standard picklist field on the Product object.
C. Create a custom lookup filed on the standard Product to reference the child record in the hierarchy.
D. Create a custom master-detail field on the standard Product to reference the child record in the hierarchy.

Answer: A

Explanation:
Creating a custom lookup field on the standard Product to reference the parent record in the hierarchy is the correct way to modify the standard Product object model to support a hierarchical data structure. This allows UC to create a self-relationship on the Product object and define parent-child relationships among products.

NEW QUESTION # 120
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