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Salesforce Plat-Arch-201 Exam Syllabus Topics:

Section	Objectives
Topic 1: Salesforce Data Model and Platform Capabilities	- Standard and custom objects - Relationships and schema design - Reporting and analytics considerations
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 Integration	- ETL vs ELT strategies - Integration patterns in Salesforce - API-based integration approaches
Topic 4: Data Migration	- Data migration strategies and planning - Data cleansing and transformation
Topic 5: Data Management	- Master data management (MDM) concepts - Data quality management - Data governance principles

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Salesforce Certified Platform Data Architect Sample Questions (Q49-Q54):

NEW QUESTION # 49
Northern Trail Outfitters has these simple requirements for a data export process:
- File format should be in CSV.
- Process should be scheduled and run once per week.
- The expert should be configurable through the Salesforce UI.
Which tool should a data architect leverage to accomplish these requirements?

A. Third-party ETL tool
B. Data loader
C. Data export wizard
D. Bulk API

Answer: C

Explanation:
The correct answer is B, data export wizard. The data export wizard is a tool that allows you to export your data in CSV format, schedule the export process to run once per week, and configure the export settings through the Salesforce UI. The data export wizard can handle up to 51 million records per export. The bulk API, third-party ETL tools, and data loader are also tools that can export data, but they are not as simple or user-friendly as the data export wizard.

NEW QUESTION # 50
Universal Containers (UC) is planning to move away from legacy CRM to Salesforce. As part of one-time data migration, UC will need to keep the original date when a contact was created in the legacy system. How should an Architect design the data migration solution to meet this requirement?

A. Write an Apex trigger on the Contact object, before insert event to set the original value in a standard Created Date field.
B. Enable "Set Audit Fields" and assign the permission to the user loading the data for the duration of the migration.
C. Create a new field on the Contact object to capture the Created Date. Hide the standard Created Date field using Field -Level Security.
D. After the data is migrated, perform an update on all records to set the original date in a standard Created Date field.

Answer: B

Explanation:
Enabling "Set Audit Fields" allows the user loading the data to set the value of the standard CreatedDate field to match the original date from the legacy system. This is a one-time permission that can be revoked after the migration is completed. The other options would either not work or require additional customization

NEW QUESTION # 51
In their legacy system. Universal Containers has a monthly accounts receivable report that compiles data from Accounts, Contacts, Opportunities, Orders. and Order Line Items. What difficulty will an architect run into when implementing this in Salesforce?

A. Salesforce does not support Orders or Order Line Items.
B. Salesforce allows up to four objects in a single report type.
C. A report cannot contain data from Accounts and Contacts.
D. Custom report types cannot contain Opportunity data.

Answer: B

Explanation:
Salesforce allows up to four objects in a single report type. This means that if an architect wants to create a report that compiles data from Accounts, Contacts, Opportunities, Orders, and Order Line Items, they will run into a difficulty because that would require five objects in a single report type. To overcome this limitation, the architect can either create two separate report types and join them in a joined report, or use an external reporting tool that can access data from multiple objects.

NEW QUESTION # 52
Cloud Kicks has the following requirements:
- Data needs to be sent from Salesforce to an external system to
generate invoices from their Order Management System (OMS).
- A Salesforce administrator must be able to customize which fields
will be sent to the external system without changing code.
What are two approaches for fulfilling these requirements? (Choose two.)

A. A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
B. Enable the field -level security permissions for the fields to send.
C. An Outbound Message to determine which fields to send to the OMS.
D. A Field Set that determines which fields to send in an HTTP callout.

Answer: C,D

Explanation:
An Outbound Message is a native Salesforce feature that allows sending data to an external system without code. It can be configured to include any fields from the source object. A Field Set is a collection of fields that can be used in Visualforce pages or Apex classes to dynamically determine the fields to send in an HTTP callout. Both of these approaches meet the requirements of Cloud Kicks.

NEW QUESTION # 53
Universal Container is Implementing salesforce and needs to migrate data from two legacy systems. UC would like to clean and duplicate data before migrate to Salesforce. Which solution should a data architect recommend a clean migration?

A. Define external IDs for an object, Insert data from one database, and use upsert for a second database
B. Define external IDs for an object, migrate second database to first database, and load into Salesforce.
C. Define duplicate rules in Salesforce, and load data into Salesforce from both databases.
D. Set up staging data base, and define external IDs to merge, clean duplicate data, and load into Salesforce.

Answer: D

Explanation:
To recommend a clean migration, the data architect should set up a staging database, and define external IDs to merge, clean duplicate data, and load into Salesforce. This will allow the data architect to consolidate and deduplicate the data from two legacy systems before importing it into Salesforce using external IDs as unique identifiers.

NEW QUESTION # 54
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