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Salesforce Data-Architect Certification, also known as the Salesforce Certified Data Architect certification, is a prestigious certification that validates a professional's ability to design, develop, and manage complex data solutions in Salesforce. Salesforce Certified Data Architect certification exam is designed to test a candidate's knowledge and skills in data modeling, data integration, data governance, data migration, and data analytics.

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Salesforce Data-Architect (Salesforce Certified Data Architect) Exam is a certification program designed for professionals who are skilled in managing large-scale data architectures within the Salesforce platform. Salesforce Certified Data Architect certification is the highest level of expertise that a professional can achieve in this domain, and it requires a deep understanding of data modeling, governance, integration, and security. Salesforce Certified Data Architect certification is intended for individuals who are responsible for designing and implementing complex data architectures, as well as for those who need to ensure the quality, accuracy, and consistency of data across different systems.

Salesforce Certified Data Architect Sample Questions (Q150-Q155):

NEW QUESTION # 150
Cloud Kicks needs to purge detailed transactional records from Salesforce. The data should be aggregated at a summary level and available in Salesforce.
What are two automated approaches to fulfill this goal? (Choose two.)

A. Third-party Integration Tool (ETL)
B. Schedulable Batch Apex
C. Apex Triggers
D. Third-party Business Intelligence system

Answer: A,B

Explanation:
Both A and B are automated approaches to purge detailed transactional records from Salesforce and aggregate them at a summary level1. You can use a third-party integration tool (ETL) or schedulable batch Apex to perform these tasks. Option C is not correct because a third-party business intelligence system does not purge data from Salesforce, but only analyzes it. Option D is not correct because Apex triggers are not automated, but execute when a record is inserted, updated, deleted, or undeleted.

NEW QUESTION # 151
Every year, Ursa Major Solar has more than 1 million orders. Each order contains an average of 10 line items. The Chief Executive Officer (CEO) needs the Sales Reps to see how much money each customer generates year-over-year. However, data storage is running low in Salesforce.
Which approach for data archiving is appropriate for this scenario?

A. 1. Annually export and delete orders and order line items. 2. Store them in a zip file in case the data is needed later.
B. 1. Annually delete orders and order line items. 2. Ensure the customer has order information in another system.
C. 1. Annually aggregate order amount data to store in a custom object. 2. Delete those orders and order line items.
D. 1. Annually export and delete order line items. 2. Store them in a zip file in case the data is needed later.

Answer: C

Explanation:
Option B is the most appropriate approach for data archiving in this scenario1. By aggregating order amount data at a summary level and storing it in a custom object, you can reduce data storage and still provide visibility to the Sales Reps on how much money each customer generates year-over-year. Option A is not correct because storing data in a zip file does not make it available in Salesforce. Option C is not correct because exporting and deleting orders and order line items may lose important details that are needed for analysis or reporting. Option D is not correct because deleting orders and order line items without exporting them may cause data loss or inconsistency if the customer does not have order information in another system.

NEW QUESTION # 152
Universal Containers keeps its Account data in Salesforce and its Invoice data in a third -party ERP system. They have connected the Invoice data through a Salesforce external object. They want data from both Accounts and Invoices visible in one report in one place. What two approaches should an architect suggest for achieving this solution? Choose 2 answers

A. Create a Visualforce page combining Salesforce Account data and Invoice external object data.
B. Create a report combining data from the Account standard object and the Invoices external object.
C. Create a separate Salesforce report for Accounts and Invoices and combine them in a dashboard.
D. Create a report in an external system combining Salesforce Account data and Invoice data from the ERP.

Answer: A,D

Explanation:
Creating a report in an external system combining Salesforce Account data and Invoice data from the ERP, and creating a Visualforce page combining Salesforce Account data and Invoice external object data are two approaches that an architect can suggest for achieving this solution. Both of these approaches can display data from both Accounts and Invoices in one place, using either an external reporting tool or a custom web page. Creating a report combining data from the Account standard object and the Invoices external object is not possible because Salesforce does not support reporting on external objects. Creating a separate Salesforce report for Accounts and Invoices and combining them in a dashboard is not ideal because it will not show the data in one report, but rather in two separate components.

NEW QUESTION # 153
Universal Containers has more than 10 million records in the Order_c object. The query has timed out when running a bulk query. What should be considered to resolve query timeout?

A. PK Chunking
B. Tooling API
C. Streaming API
D. Metadata API

Answer: A

NEW QUESTION # 154
Universal Containers (UC) has lead assignment rules to assign leads to owners. Leads not routed by assignment rules are assigned to a dummy user. Sales rep are complaining of high load times and issues with accessing leads assigned to the dummy user.
What should a data architect recommend to solve these performance issues?

A. Create multiple dummy user and assign leads to them
B. Assign dummy user to highest role in role hierarchy
C. Assign dummy user last role in role hierarchy
D. Periodically delete leads to reduce number of leads

Answer: A

NEW QUESTION # 155
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