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

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Salesforce Certified Platform Data Architect Sample Questions (Q31-Q36):

NEW QUESTION # 31
Universal Containers has a public website with several forms that create Lead records in Salesforce using the REST API. When designing these forms, which two techniques will help maintain a high level of data quality?

Answer: A,C

Explanation:
Doing client-side validation of phone number and email field formats and preferring picklist form fields over free text fields, where possible, are two techniques that will help maintain a high level of data quality when designing forms that create Lead records in Salesforce using the REST API.
Client-side validation can ensure that the input data is in the correct format and prevent errors or invalid values from being submitted. Picklist form fields can provide a predefined set of values for the users to choose from and avoid typos or inconsistencies in the data.


NEW QUESTION # 32
UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled. What should a data architect recommend to ensure data quality is maintained in salesforce.

Answer: A

Explanation:
Ensuring the lead data is preprocessed for quality before loading into Salesforce is the best way to maintain data quality. Activating validation rules after the load or developing a custom Apex batch process may not catch all the errors or may require additional time and resources. Allowing validation rules to be activated during the load may cause failures or delays.


NEW QUESTION # 33
NTO would like to retrieve their SF orgs meta data programmatically for backup within a various external. Which API is the best fit for accomplishing this task?

Answer: D

Explanation:
The best API for retrieving Salesforce org metadata programmatically is the Metadata API. The Metadata API provides access to the metadata that defines the structure and configuration of an org, such as custom objects, fields, workflows, security settings, etc. It also supports deploying, retrieving, creating, updating, and deleting metadata components. The Metadata API can be used with various tools, such as Ant, Workbench, or IDEs.


NEW QUESTION # 34
NTO has a loyalty program to reward repeat customers. The following conditions exists:
1. Reward levels are earned based on the amount spent during the previous 12 months.
2. The program will track every item a customer has bought and grant them points for discount.
3. The program generates 100 million records each month.
NTO customer support would like to see a summary of a customer's recent transaction and reward level(s) they have attained.
Which solution should the data architect use to provide the information within the salesforce for the customer support agents?

Answer: D

Explanation:
According to the Get Started with Big Objects unit on Trailhead, one of the use cases for custom big objects is to store and manage loyalty program data for customers. The unit states that "From loyalty programs to transactions, order, and billing information, use a custom big object to keep track of every detail." Therefore, a custom big object can be used to capture the reward program data and display it on the contact record. Additionally, according to the Big Objects Implementation Guide, big objects can handle massive amounts of data (up to billions of records) and can be updated nightly from external systems using Bulk API or batch Apex. Therefore, a custom big object can meet the requirements of NTO's loyalty program scenario.


NEW QUESTION # 35
Which strategy reduces data skew risk?

Answer: D

Explanation:
Distributing ownership prevents skew.


NEW QUESTION # 36
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