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To become a Salesforce Certified Data Architect, candidates must pass the Data-Architect certification exam. This exam is designed to test candidates on their ability to design and implement complex data models, integrate data from multiple sources, and ensure data quality and security. Candidates must have a deep understanding of Salesforce data architecture and data management best practices to pass this exam.

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The 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. This 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. The 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 (Q166-Q171):

NEW QUESTION # 166
Universal Containers wants to develop a dashboard in Salesforce that will allow Sales Managers to do data exploration using their mobile device (i.e., drill down into sales-related data) and have the possibility of adding ad-hoc filters while on the move. What is a recommended solution for building data exploration dashboards in Salesforce?

A. Create a standard Salesforce Dashboard and connect it to reports with the appropriate filters.B. Create a Dashboard in an external reporting tool, export data to the tool, and embed the dashboard in Salesforce using the Canval toolkit.C. Create a Dashboard in an external reporting tool, export data to the tool, and add link to the dashboard in Salesforce.D. Create a Dashboard using Analytics Cloud that will allow the user to create ad-hoc lenses and drill down.

Answer: D

NEW QUESTION # 167
Northern Trail Outfitters (NTO) has the following systems:
Customer master-source of truth for customer information
Service cloud-customer support
Marketing cloud-marketing support
Enterprise data warehouse-business reporting
The customer data is duplicated across all these system and are not kept in sync. Customers are also complaining that they get repeated marketing emails and have to call into update their information.
NTO is planning to implement master data management (MDM) solution across the enterprise.
Which three data will an MDM tool solve?
Choose 3 answers

A. Data completenessB. Data accuracy and qualityC. Data duplicationD. Data loss and recoveryE. Data standardization

Answer: B,C,E

NEW QUESTION # 168
Which two aspects of data does an Enterprise data governance program aim to improve?

A. Data integrityB. Data distributionC. Data modelingD. Data usability

Answer: A,D

NEW QUESTION # 169
Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend.
What should a data architect do to mitigate any unwanted results during the import?

A. Import the data in smaller batches over a 24-hour period.B. Ensure duplication and matching rules and defined.C. Bulkily the trigger to handle import leads.D. Ensure validation rules, triggers and other automation tools are disabled.

Answer: D

NEW QUESTION # 170
Universal Containers (UC) wants to capture information on how data entities are stored within the different applications and systems used within the company. For that purpose, the architecture team decided to create a data dictionary covering the main business domains within UC. Which two common techniques are used building a data dictionary to store information on how business entities are defined?

A. Use the Salesforce Metadata API.B. Use a data definition language.C. Use Salesforce Object Query Language.D. Use an entity relationship diagram.

Answer: A,D

NEW QUESTION # 171
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