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The Salesforce Certified Data Architect (Data-Architect) certification is the way to go in the modern Salesforce era. Success in the Salesforce Data-Architect exam of this certification plays an essential role in an individual's future growth. Nowadays, almost every tech aspirant is taking the test to get Salesforce Data-Architect Certification and find well-paying jobs or promotions. But the main issue that most of the candidates face is not finding updated Salesforce Data-Architect practice questions to prepare successfully for the Salesforce Data-Architect certification exam in a short time.

Salesforce Data-Architect Certification is highly valued in the industry, as it demonstrates the candidate's ability to design and manage complex data solutions on the Salesforce platform. It is a highly specialized certification that requires a deep understanding of Salesforce data architecture principles and best practices, as well as hands-on experience in implementing data solutions in real-world scenarios.

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Salesforce Data-Architect Certification Exam consists of multiple-choice questions and scenarios that test candidates on their ability to apply their knowledge to real-world situations. Data-Architect exam covers a wide range of topics, including data modeling, data integration, data governance, data security, and data quality. Candidates must have a strong understanding of all these areas to succeed in the exam.

Salesforce Certified Data Architect Sample Questions (Q136-Q141):

NEW QUESTION # 136
Universal Containers (UC) has a custom discount request object set as a detail object with a custom product object as the master. There is a requirement to allow the creation of generic discount requests without the custom product object as its master record. What solution should an Architect recommend to UC?

A. Remove the master-detail relationship and keep the objects separate.
B. Change the master-detail relationship to a lookup relationship.
C. Mandate the selection of a custom product for each discount request.
D. Create a placeholder product record for the generic discount request.

Answer: B

Explanation:
Changing the master-detail relationship to a lookup relationship is the best solution for allowing the creation of generic discount requests without the custom product object as its master record. A lookup relationship allows you to create child records without requiring a parent record. It also gives you more flexibility in defining the sharing and security settings for each object

NEW QUESTION # 137
The architect is planning a large data migration for Universal Containers from their legacy CRM system to Salesforce. What three things should the architect consider to optimize performance of the data migration? Choose 3 answers

A. Remove custom indexes on the data being loaded.
B. Determine if the legacy system is still in use.
C. Defer sharing calculations of the Salesforce Org.
D. Deactivate approval processes and workflow rules.
E. Review the time zones of the User loading the data.

Answer: A,C,D

Explanation:
Removing custom indexes on the data being loaded will prevent unnecessary index maintenance and improve the data load speed. Deferring sharing calculations of the Salesforce Org will avoid frequent sharing rule evaluations and reduce the load time. Deactivating approval processes and workflow rules will prevent triggering any automation logic that might slow down or fail the data load.

NEW QUESTION # 138
Universal Containers (UC) has built a custom application on Salesforce to help track shipments around the world. A majority of the shipping records are stored on premise in an external data source. UC needs shipment details to be exposed to the custom application, and the data needs to be accessible in real time. The external data source is not OData enabled, and UC does not own a middleware tool.
Which Salesforce Connect procedure should a data architect use to ensure UC's requirements are met?

A. Develop a process that calls an inviable web service method.
B. Migrate the data to Heroku and register Postgres as a data source.
C. Write an Apex class that makes a REST callout to the external API.
D. Write a custom adapter with the Apex Connector Framework.

Answer: D

Explanation:
According to this article, the Apex Connector Framework enables developers to create custom adapters for Salesforce Connect to access data from external systems that are not OData enabled. This can meet UC's requirements of exposing shipment details to the custom application and accessing the data in real time.

NEW QUESTION # 139
Universal Containers (UC) has implemented Salesforce, UC is running out of storage and needs to have an archiving solution, UC would like to maintain two years of data in Saleforce and archive older data out of Salesforce.
Which solution should a data architect recommend as an archiving solution?

A. Build a batch job to move all restore off platform, and delete old records from Salesforce.
B. Use a third-party backup solution to backup all data off platform.
C. Build a batch join move all records off platform, and delete all records from Salesforce.
D. Build a batch join to move two-year-old records off platform, and delete records from Salesforce.

Answer: D

Explanation:
The data architect should recommend building a batch job to move two-year-old records off platform, and delete records from Salesforce as an archiving solution. A batch job is a process that runs in the background and performs operations on large volumes of data in Salesforce. By building a batch job that moves two-year-old records off platform to an external storage system, such as Amazon S3 or Google Cloud Storage, and deletes them from Salesforce, the data architect can reduce the storage consumption and improve the performance of Salesforce org. Option A is incorrect because using a third-party backup solution to backup all data off platform will not free up any storage space in Salesforce, unless the data is also deleted from Salesforce after backup. Option B is incorrect because building a batch job to move all records off platform, and delete all records from Salesforce will result in losing all the current data in Salesforce, which may not be desirable or feasible. Option D is incorrect because building a batch job to move all restore off platform, and delete old records from Salesforce does not make sense, as restore implies restoring data back to Salesforce, not moving it off platform.

NEW QUESTION # 140
What should a data architect do to provide additional guidance for users when they enter information in a standard field?

A. Provide custom help text under field properties.
B. Create a custom page with help text for user guidance.
C. Add custom help text in default value for the field.
D. Add a label field with help text adjacent to the custom field.

Answer: A

NEW QUESTION # 141
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