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Salesforce Plat-Arch-201 Exam Syllabus Topics:

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

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Salesforce Certified Platform Data Architect Sample Questions (Q79-Q84):

NEW QUESTION # 79
Universal Containers (UC) has adopted Salesforce as its primary sales automated tool. UC has
100,00 customers with a growth rate of 10% a year, UC uses an on-premise web-based billing and invoice system that generates over 1 million invoices a year supporting a monthly billing cycle.
The UC sales team needs to be able to pull a customer record and view their account status, Invoice history, and opportunities without navigating outside of Salesforce.
What should a data architect use to provide the sales team with the required functionality?

A. Write an Apex callout and populate a related list to display on the account record.
B. Create a custom object and migrate the last 12 months of Invoice data into Salesforce so it can be displayed on the Account layout.
C. Create a mashup page that will present the billing system records within Salesforce.
D. Create a visual force tab with the billing system encapsulated within an iframe.

Answer: C

Explanation:
To provide the sales team with the required functionality, a data architect should use a mashup page that will present the billing system records within Salesforce. A mashup page is a web page that combines data from multiple sources into a single integrated view. A mashup page can be created using Visualforce or Lightning Web Components, and can use Salesforce Connect or custom integrations to access external data from the on-premise web-based billing and invoice system. This will allow the sales team to pull a customer record and view their account status, invoice history, and opportunities without navigating outside of Salesforce.

NEW QUESTION # 80
Which solution improves performance for frequently accessed fields?

A. Skinny Tables
B. External Objects
C. Data Categories
D. Big Objects

Answer: A

Explanation:
Skinny tables reduce joins and improve read performance.

NEW QUESTION # 81
NTO need to extract 50 million records from a custom object everyday from its Salesforce org.
NTO is facing query timeout issues while extracting these records. What should a data architect recommend in order to get around the time out issue?

A. Use ETL tool for extraction of records.
B. The REST API to extract data as it automatically chunks records by 200.
C. Use a custom auto number and formula field and use that to chunk records while extracting data.
D. Ask SF support to increase the query timeout value.

Answer: A

Explanation:
The best solution to extract 50 million records from a custom object everyday from Salesforce org without facing query timeout issues is to use an ETL tool for extraction of records. ETL stands for extract, transform, and load, and it refers to a process of moving data from one system to another. An ETL tool is a software application that can connect to various data sources, perform data transformations, and load data into a target destination. ETL tools can handle large volumes of data efficiently and reliably, and they often provide features such as scheduling, monitoring, error handling, and logging. Using a custom auto number and formula field and use that to chunk records while extracting data is a possible workaround, but it requires creating additional fields and writing complex queries. The REST API can extract data as it automatically chunks records by 200, but it has some limitations, such as a maximum of 50 million records per query job.
Asking SF support to increase the query timeout value is not feasible because query timeout values are not configurable

NEW QUESTION # 82
Universal Containers (UC) has a Salesforce instance with over 10.000 Account records. They have noticed similar, but not identical. Account names and addresses. What should UC do to ensure proper data quality?

A. Enable Account de -duplication by creating matching rules in Salesforce, which will mass merge duplicate Accounts.
B. Run a report, find Accounts whose name starts with the same five characters, then merge those Accounts.
C. Use a service to standardize Account addresses, then use a 3rd -party tool to merge Accounts based on rules.
D. Make the Account Owner clean their Accounts' addresses, then merge Accounts with the same address.

Answer: A

Explanation:
Enabling Account de-duplication by creating matching rules in Salesforce, which will mass merge duplicate Accounts, is what UC should do to ensure proper data quality for their Account records.
Matching rules allow UC to define how Salesforce identifies duplicate Accounts based on various criteria, such as name, address, phone number, etc. Mass merge allows UC to merge up to 200 duplicate Accounts at a time, based on the matching rules. This simplifies and automates the process of de-duplicating Accounts and improves data quality. The other options are either more time-consuming, costly, or error-prone for ensuring proper data quality.

NEW QUESTION # 83
Universal Containers (UC) has 50 million customers and stores customer order history on an ERP system. UC also uses Salesforce to manage opportunities and customer support.
In order to provide seamless customer support, UC would like to see the customer's order history when viewing the customer record during a sales or support call.
What should a data architect do in order to provide this functionality, while preserving the user experience?

A. Embed the ERP system in an iframe and display on a custom tab.
B. Use an Apex callout to populate a text area field for displaying the order history.
C. Use Salesforce Connect and an external object to display the order history in Salesforce
D. Import the order history into a custom Salesforce object, update nightly

Answer: C

Explanation:
According to Trailhead, Salesforce Connect is a feature that allows administrators to integrate external data sources with Salesforce without copying or synchronizing the data. Salesforce Connect can use external objects to display the external data in Salesforce as if it were stored in Salesforce objects, enabling seamless user experience and real-time access. Option B is the correct answer because it suggests using Salesforce Connect and an external object to display the order history in Salesforce.

NEW QUESTION # 84
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