Salesforce Data-Architect Learning Engine | Reliable Data-Architect Test Blueprint

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Salesforce Data-Architect certification is a valuable asset for professionals who want to advance their career in the Salesforce ecosystem. Salesforce Certified Data Architect certification is recognized by many organizations as a standard for hiring Salesforce data architects. The Salesforce Data-Architect certification demonstrates that the individual has the skills and knowledge required to design and implement complex data solutions on the Salesforce platform.

Salesforce Data-Architect Certification will help you achieve a better understanding of the Salesforce platform and become a master of data architecture. Salesforce Certified Data Architect certification requires you to have an in-depth knowledge of Salesforce data architecture concepts, best practices, and implementation. You'll learn how to create a scalable, performant, and maintainable data architecture for your organization's goals.

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Salesforce Data-Architect certification is designed for individuals who have expertise in designing, building, and implementing data solutions on the Salesforce platform. Salesforce Certified Data Architect certification validates the skills required to design and implement scalable, robust, and efficient data solutions on the Salesforce platform. The Salesforce Data-Architect Certification is the ultimate validation of your skills and expertise in designing and implementing data solutions on the Salesforce platform.

Salesforce Certified Data Architect Sample Questions (Q206-Q211):

NEW QUESTION # 206
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. Whatever integration data flow runs last will, by default, determine which system is the system of record.
B. Account and opportunity data originates in Salesforce, and therefore Salesforce is the system of record.
C. Data flows should be reviewed with the business users to determine the system of record per object or field.
D. Whatever system updates the attribute or object should be the system of record for that field or object.

Answer: C

NEW QUESTION # 207
NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past 5 years.
Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org.
NTO has decided to engage a data architect to analyze and define data quality standards.
Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 answers:

A. Define data duplication standards and rules
B. Measure data timeliness and consistency
C. Measure data completeness and accuracy
D. Define key fields in staging database for data cleansing
E. Finalize an extract transform load (ETL) tool for data migration

Answer: A,B,C

Explanation:
Defining data duplication standards and rules, measuring data timeliness and consistency, and measuring data completeness and accuracy are three key factors that a data architect should consider while defining data quality standards. Defining data duplication standards and rules can help prevent or reduce duplicate records in the org by specifying criteria and actions for identifying and merging duplicates. Measuring data timeliness and consistency can help ensure that the data is up-to-date, reliable, and synchronized across different sources.
Measuring data completeness and accuracy can help ensure that the data is sufficient, relevant, and correct for the intended purposes.

NEW QUESTION # 208
Universal Containers (UC) has implemented Sales Cloud and it has been noticed that Sales reps are not entering enough data to run insightful reports and dashboards. UC executives would like to monitor and measure data quality metrics. What solution addresses this requirement?

A. Use custom objects and fields to calculate data quality.
B. Use third-party AppExchange tools to monitor and measure data quality.
C. Generate reports to view the quality of sample data.
D. Export the data to an enterprise data warehouse and use BI tools for data quality.

Answer: B

Explanation:
Using third-party AppExchange tools to monitor and measure data quality can address the requirement of UC executives by providing features such as data cleansing, deduplication, validation, enrichment, and scoring.
These tools can help improve the accuracy, completeness, and consistency of the data entered by sales reps .

NEW QUESTION # 209
Universal Containers (UC) is a major supplier of office supplies. Some products are produced by UC and some by other manufacturers. Recently, a number of customers have complained that product descriptions on the invoices do not match the descriptions in the online catalog and on some of the order confirmations (e.g.,
"ballpoint pen" in the catalog and "pen" on the invoice, and item color labels are inconsistent: "what vs.
"White" or "blk" vs. "Black"). All product data is consolidated in the company data warehouse and pushed to Salesforce to generate quotes and invoices. The online catalog and webshop is a Salesforce Customer Community solution. What is a correct technique UC should use to solve the data inconsistency?

A. Change integration to let product master systems update product data directly in Salesforce via the Salesforce API.
B. Build Apex Triggers in Salesforce that ensure products have the correct names and labels after data is loaded into salesforce.
C. Add custom fields to the Product standard object in Salesforce to store data from the different source systems.
D. Define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse.

Answer: D

Explanation:
A correct technique UC should use to solve the data inconsistency is to define a data taxonomy for product data and apply the taxonomy to the product data in the data warehouse. A data taxonomy is a hierarchical classification of data entities and attributes that defines their meaning, format, and relationships. A data taxonomy can help ensure consistency, accuracy, and completeness of product data across different systems and channels

NEW QUESTION # 210
UC is implementing sales cloud for patient management and would like to encrypt sensitive patient records being stored in files.
Which solution should a data architect recommend to solve this requirement?

A. Implement shield platform encryption to encrypt files.
B. Implement 3rd party App Exchange app to encrypt files.
C. Use classic encryption to encrypt files.
D. Store files outside of salesforce and access them to real time.

Answer: A

Explanation:
Shield platform encryption is the recommended solution for encrypting sensitive patient records stored in files, as it provides encryption at rest for files and attachments, as well as standard and custom fields. Classic encryption only supports text fields with a maximum length of 175 characters, and does not encrypt files.
Third-party App Exchange apps may not provide the same level of security and compliance as shield platform encryption. Storing files outside of salesforce may introduce additional complexity and latency

NEW QUESTION # 211
......

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Salesforce Data-Architect Learning Engine | Reliable Data-Architect Test Blueprint

Reliable Data-Architect Test Blueprint & Data-Architect Test Pass4sure

Salesforce Certified Data Architect Sample Questions (Q206-Q211):

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