DATA-ARCHITECT VALID TEST VOUCHER - DATA-ARCHITECT EXAM MATERIAL

Data-Architect Valid Test Voucher - Data-Architect Exam Material

Data-Architect Valid Test Voucher - Data-Architect Exam Material

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Salesforce Certified Data Architect certification exam measures a candidate’s expertise in designing and managing data architecture, data modeling, and data governance within the Salesforce platform. It also evaluates a candidate’s ability to design and implement complex data integrations with external systems.

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Salesforce Certified Data Architect Sample Questions (Q78-Q83):

NEW QUESTION # 78
Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations.
Which two solutions should a data architect recommend to mitigate data quality issues?

  • A. Leverage third-party- AppExchange tools
  • B. Leverage validation rules and workflows.
  • C. Leverage Apex to validate the format of data being entered via a mobile device.
  • D. Leverage picklist and lookup fields where possible

Answer: B,D

Explanation:
According to the Salesforce documentation1, data quality is the measure of how well the data in Salesforce meets the expectations and requirements of the users and stakeholders. Data quality can be affected by various factors, such as data entry errors, data duplication, data inconsistency, data incompleteness, data timeliness, etc. To mitigate data quality issues, some of the recommended solutions are:
Leverage picklist and lookup fields where possible (option A). This means using fields that restrict the values or references that can be entered by the users or integrations. This can help reduce data entry errors, enforce data consistency, and improve data accuracy.
Leverage validation rules and workflows (option C). This means using features that allow defining rules and criteria to validate the data that is entered or updated by the users or integrations. This can help prevent invalid or incorrect data from being saved, and trigger actions or alerts to correct or improve the data.
Leveraging Apex to validate the format of data being entered via a mobile device (option B) is not a good solution, as it can be complex, costly, and difficult to maintain. It is better to use standard features or declarative tools that can handle data validation more effectively. Leveraging third-party AppExchange tools (option D) is also not a good solution, as it can incur additional costs and dependencies. It is better to use native Salesforce features or custom solutions that can handle data quality more efficiently.


NEW QUESTION # 79
A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

  • A. Improve reporting performance by creating an Apex trigger for the Report object that will pre-fetch data before the report is run.
  • B. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
  • C. Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.
  • D. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.

Answer: B


NEW QUESTION # 80
A casino is implementing salesforce and is planning to build a customer 360 view for a customer who visits its resorts. The casino currently maintained the following systems that records customer activity:
1. Point of sales system: All purchases for a customer.
2. Salesforce: All customer service activity and sales activity for a customer.
3. Mobile app: All bookings, preferences and browser activity for a customer.
4. Marketing: All email, SMS and social campaigns for a customer.
Customer service agents using salesforce would like to view the activities from all system to provide supports to customers. The information has to be current and real time.
What strategy should the data architect implement to satisfy this requirement?

  • A. Use a customer data mart to view the 360 view of customer.
  • B. Explore external data sources in salesforce to build 360 view of customer.
  • C. Periodically upload summary information in salesforce to build 360 view.
  • D. Migrate customer activities from all 4 systems into salesforce.

Answer: B


NEW QUESTION # 81
Universal Containers has a public website with several forms that create Lead records in Salesforce using the REST API. When designing these forms, which two techniques will help maintain a high level of data quality?

  • A. Ensure the website visitor is browsing using an HTTPS connection.
  • B. Prefer picklist form fields over free text fields, where possible.
  • C. Do client-side validation of phone number and email field formats.
  • D. Use cookies to track when visitors submit multiple forms.

Answer: B,C


NEW QUESTION # 82
Universal Containers has a legacy system that captures Conferences and Venues. These Conferences can occur at any Venue. They create hundreds of thousands of Conferences per year. Historically, they have only used
20 Venues. Which two things should the data architect consider when denormalizing this data model into a single Conference object with a Venue picklist? Choose 2 answers

  • A. Bulk API limitations on picklist fields.
  • B. Org data storage limitations.
  • C. Standard list view in -line editing.
  • D. Limitations on master -detail relationships.

Answer: A,C

Explanation:
When denormalizing a data model into a single object with a picklist field, the data architect should consider the Bulk API limitations on picklist fields and the standard list view in-line editing. The Bulk API has a limit of 1,000 distinct picklist values per file1, which could be an issue if there are more than 1,000 venues in the future. The standard list view in-line editing allows users to edit multiple records at once, which could introduce data quality issues if the venue picklist is not validated or restricted2. The other options are not relevant to denormalizing a data model.


NEW QUESTION # 83
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