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| Section | Objectives |
|---|
| Data Architecture and Design | - Conceptual and logical data modeling - Handling large data volume and scalability considerations - Data modeling best practices in Salesforce
|
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation
|
| Data Integration | - ETL vs ELT strategies - Integration patterns in Salesforce - API-based integration approaches
|
| Data Management | - Master data management (MDM) concepts - Data governance principles - Data quality management
|
| Salesforce Data Model and Platform Capabilities | - Relationships and schema design - Reporting and analytics considerations - Standard and custom objects
|
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Salesforce Certified Platform Data Architect Sample Questions (Q245-Q250):
NEW QUESTION # 245
Universal Containers (UC) requires 2 years of customer related cases to be available on SF for operational reporting. Any cases older than 2 years and upto 7 years need to be available on demand to the Service agents. UC creates 5 million cases per yr. Which 2 data archiving strategies should a data architect recommend? Choose 2 option
- A. Use Big objects for cases older than 2 years, and use nightly batch to move them.
- B. Use Heroku and external objects to display cases older than 2 years and bulk API to hard delete from Salesforce.
- C. Sync cases older than 2 years to an external database, and provide access to Service agents to the database
- D. Use custom objects for cases older than 2 years and use nightly batch to move them.
Answer: A,B
Explanation:
The best data archiving strategies for UC are to use Big objects and Heroku with external objects.
Big objects allow storing large amounts of data on the Salesforce platform without affecting performance or storage limits. They also support point-and-click tools, triggers, and Apex code.
Heroku is a cloud platform that can host external databases and integrate with Salesforce using external objects. External objects enable on-demand access to external data sources via standard Salesforce APIs and user interfaces. Using bulk API to hard delete cases from Salesforce will free up storage space and improve performance.
NEW QUESTION # 246
Universal Containers (UC) is transitioning from Classic to Lightning Experience. What does UC need to do to ensure users have access to its notices and attachments in Lightning Experience?
- A. Manually upload Notes in Lighting Experience.
- B. Add Notes and Attachments Related List to page Layout in Lighting Experience.
- C. Manually upload Attachments in Lighting Experience.
- D. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool
Answer: D
Explanation:
The correct answer is C, migrate Notes and Attachment to Enhanced Notes and Files using a migration tool. Enhanced Notes and Files are the new features in Lightning Experience that replace the classic Notes and Attachments. They offer more functionality and security than the classic version. To access them in Lightning Experience, you need to migrate your existing Notes and Attachments using a migration tool provided by Salesforce. Adding Notes and Attachments Related List, manually uploading Notes or Attachments, or doing nothing are not valid solutions, as they will not enable you to use the enhanced features in Lightning Experience.
NEW QUESTION # 247
Which tool is best for large data migration?
- A. Import Wizard
- B. Reports
- C. Data Loader
- D. Flow
Answer: C
Explanation:
Data Loader supports bulk import/export.
NEW QUESTION # 248
A large retail B2C customer wants to build a 360 view of its customer for its call center agents.
The customer interaction is currently maintained in the following system:
1. Salesforce CRM
2. Custom billing solution
3. Customer Master Data management (MDM)
4. Contract Management system
5. Marketing solution
What should a data architect recommend that would help upgrade uniquely identify customer across multiple systems:
- A. Create a customer data base and use this id in all systems.
- B. Store the salesforce id in all the solutions to identify the customer.
- C. Create a custom field as external id to maintain the customer Id from the MDM solution.
- D. Create a custom object that will serve as a cross reference for the customer id.
Answer: C
Explanation:
To help uniquely identify customer across multiple systems, a data architect should recommend creating a custom field as external ID to maintain the customer ID from the MDM solution. An external ID is a custom field that has the "External ID" attribute enabled, which means that it contains unique record identifiers from a system outside of Salesforce. By using the customer ID from the MDM solution as an external ID in Salesforce CRM, Contract Management system, and Marketing solution, the data architect can ensure that each customer can be easily identified and integrated across these systems.
NEW QUESTION # 249
Universal Containers (UC) has implemented a master data management strategy, which uses a central system of truth, to ensure the entire company has the same customer information in all systems. UC customer data changes need to be accurate at all times in all of the systems.
Salesforce is the identified system of record for this information. What is the correct solution for ensuring all systems using customer data are kept up to date?
- A. Send customer data nightly to the system of truth in a scheduled batch job.
- B. Have each system pull the record changes from Salesforce using change data capture.
- C. Send customer record changes from Salesforce to each system in a nightly batch job.
- D. Send customer record changes from Salesforce to the system of truth in real time.
Answer: B
Explanation:
Having each system pull the record changes from Salesforce using change data capture (option D) is the correct solution for ensuring all systems using customer data are kept up to date, as it allows the systems to subscribe to real-time events from Salesforce and receive notifications when customer records are created, updated, deleted, or undeleted.
NEW QUESTION # 250
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