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The Salesforce Certified Data Architect certification process for the Salesforce Data-Architect Exam involves passing a rigorous exam that tests the candidate's knowledge and skills in designing and managing data architecture on the Salesforce platform. Candidates who pass the exam will receive the Salesforce Certified Data Architect credential, which is widely recognized in the industry as a mark of excellence in data architecture. Salesforce Certified Data Architect certification also provides professionals with a competitive edge in the job market, as it demonstrates their expertise in Salesforce data architecture solutions.

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Salesforce Certified Data Architect Sample Questions (Q247-Q252):

NEW QUESTION # 247
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. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool
C. Add Notes and Attachments Related List to page Layout in Lighting Experience.
D. Manually upload Attachments in Lighting Experience.

Answer: B

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 # 248
Northern Trail Outfitters would like to report on the type of customers. A custom field for customer type was created in Account object. Users need to be limited to the following defined choices when entering information in this field:
1. High Value
2. Medium Value
3. Low Value
Which strategy should a data architect recommend to configure customer type?

A. Provide help text to guide users with defined choices.
B. Lookup to a custom object with defined choices.
C. Single-select restricted picklist with defined choices.
D. Create a validation rule to limit entry to defined choices.

Answer: C

NEW QUESTION # 249
DreamHouse Realty has a legacy system that captures Branch Offices and Transactions. DreamHouse Realty has 15 Branch Offices. Transactions can relate to any Branch Office. DreamHouse Realty has created hundreds of thousands of Transactions per year.
A Data Architect needs to denormalize this data model into a single Transaction object with a Branch Office picklist.
What are two important considerations for the Data Architect in this scenario? (Choose two.)

A. Limitations on Org data storage.
B. Standard list view in-line editing.
C. Bulk API limitations on picklist fields.
D. Limitations on master-detail relationships.

Answer: A,C

Explanation:
The Data Architect should consider the limitations on Org data storage and the Bulk API limitations on picklist fields when denormalizing the data model into a single Transaction object with a Branch Office picklist. The Org data storage limit is the total amount of data that can be stored in a Salesforce Org, and it depends on the edition and license type of the Org1. The Bulk API limit on picklist fields is the maximum number of values that can be imported or exported using the Bulk API, and it is 1,000 values per picklist field2. These limitations could affect the performance and scalability of the data model, and the Data Architect should plan accordingly.

NEW QUESTION # 250
Universal Containers (UC) is migrating from an on-premise homegrown customer relationship management (CRM) system- During analysis, UC users highlight a pain point that there are multiple versions of many customers.
What should the data architect do for a successful migration to mitigate the pain point?

A. Have the users manually clean the data in the old system prior to migration.
B. Migrate the data as is, and use Salesforce's de-duplicating feature.
C. Hire an intern manually de-duplicate the records after migrating to Salesforce.
D. Store the data in a staging database, and de-duplicate identical records.

Answer: D

Explanation:
Storing the data in a staging database and de-duplicating identical records (option D) is the best solution for a successful migration to mitigate the pain point, as it allows the data architect to identify and merge duplicate customers before they are imported into Salesforce. Hiring an intern manually de-duplicate the records after migrating to Salesforce (option A) is not a good solution, as it may be time-consuming and error-prone, and it does not prevent duplicate records from being created in Salesforce. Migrating the data as is and using Salesforce's de-duplicating feature (option B) is also not a good solution, as it may cause data quality issues and conflicts, and it does not address the root cause of the duplication. Having the users manually clean the data in the old system prior to migration (option C) is also not a good solution, as it may be unrealistic and impractical, and it does not leverage any automated tools or processes.

NEW QUESTION # 251
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. Data export wizard
B. Bulk API
C. Third-party ETL tool
D. Data loader

Answer: A

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 # 252
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Salesforce Certified Data Architect Sample Questions (Q247-Q252):

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