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Latest Data-Architect Learning Material, Data-Architect Brain Exam

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Salesforce Data-Architect (Salesforce Certified Data Architect) exam is designed for professionals who specialize in data architecture and management within the Salesforce ecosystem. Salesforce Certified Data Architect certification validates the knowledge and skills required for designing and implementing scalable, efficient, and secure data solutions using the Salesforce platform. Data-Architect exam covers a wide range of topics, including data modeling, data integration, data migration, data governance, and data security.

Salesforce Data-Architect Exam is intended for professionals who have significant experience in data architecture and have completed other Salesforce certifications such as Salesforce Certified Technical Architect or Salesforce Certified Application Architect. Data-Architect exam is designed to challenge candidates and test their knowledge and skills in a real-world scenario. Passing Data-Architect exam demonstrates a professional's ability to design and implement data solutions that meet business requirements and provide value to the organization.

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Salesforce Data-Architect Certification Exam is a challenging but rewarding exam that validates the candidate's expertise in data architecture and management on the Salesforce platform. Salesforce Certified Data Architect certification is highly respected in the industry and is a valuable asset for anyone who wants to advance their career in the Salesforce ecosystem. With the CDA certification, professionals can demonstrate their proficiency in Salesforce data architecture and management and qualify for advanced certifications such as Application Architect and System Architect.

Salesforce Certified Data Architect Sample Questions (Q100-Q105):

NEW QUESTION # 100
Universal Containers (UC) is concerned about the accuracy of their Customer information in Salesforce. They have recently created an enterprise-wide trusted source MDM for Customer data which they have certified to be accurate. UC has over 20 million unique customer records in the trusted source and Salesforce. What should an Architect recommend to ensure the data in Salesforce is identical to the MDM?

A. Leave the data in Salesforce alone and assume that it will auto-correct itself over time.
B. Load the Trusted Source data into Salesforce and run an Apex Batch job to find difference.
C. Use an AppExchange package for Data Quality to match Salesforce data against the Trusted source.
D. Extract the Salesforce data into Excel and manually compare this against the trusted source.

Answer: C

NEW QUESTION # 101
All accounts and opportunities are created in Salesforce. Salesforce is integrated with three systems:
* An ERP system feeds order data into Salesforce and updates both Account and Opportunity records.
* An accounting system feeds invoice data into Salesforce and updates both Account and Opportunity records.
* A commission system feeds commission data into Salesforce and updates both Account and Opportunity records.
How should the architect determine which of these systems is the system of record?

A. Data flows should be reviewed with the business users to determine the system of record per object or field.
B. Whatever integration data flow runs last will, by default, determine which system is the system of record.
C. Account and opportunity data originates in Salesforce, and therefore Salesforce is the system of record.
D. Whatever system updates the attribute or object should be the system of record for that field or object.

Answer: A

NEW QUESTION # 102
Universal Containers has a large volume of Contact data going into Salesforce.com. There are 100,000 existing contact records. 200,000 new contacts will be loaded. The Contact object has an external ID field that is unique and must be populated for all existing records. What should the architect recommend to reduce data load processing time?

A. Delete all existing records, and then load all records together via the Insert operation.
B. Load new records via the Insert operation and existing records via the Update operation.
C. Load Contact records together using the Streaming API via the Upsert operation.
D. Load all records via the Upsert operation to determine new records vs. existing records.

Answer: B

Explanation:
Loading new records via the Insert operation and existing records via the Update operation will allow using the external ID field as a unique identifier and avoid any duplication or overwriting of records. This is faster and safer than deleting all existing records or using the Upsert operation, which might cause conflicts or errors
.

NEW QUESTION # 103
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. Import the order history into a custom Salesforce object, update nightly
C. Use Salesforce Connect and an external object to display the order history in Salesforce
D. Use an Apex callout to populate a text area field for displaying the order history.

Answer: C

NEW QUESTION # 104
Universal Containers (UC) is building a Service Cloud call center application and has a multisystem support solution. UC would like or ensure that all systems have access to the same customer information.
What solution should a data architect recommend?

A. Load customer data in all systems.
B. Let each system be an owner of data it generates.
C. Make Salesforce the system of record for all data.
D. Implement a master data management (MDM) strategy for customer data.

Answer: D

NEW QUESTION # 105
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