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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 is a cloud-based customer relationship management (CRM) software that is widely used by businesses of all sizes. As companies handle huge amounts of data, they need professionals who can manage that data efficiently. The Salesforce Certified Data Architect certification exam is designed to test an individual's ability to design and implement data solutions that meet business requirements.

Salesforce Data-Architect Certification is a valuable credential for anyone interested in pursuing a career in data architecture and management. Salesforce Certified Data Architect certification exam tests candidates on their ability to design and implement data solutions on the Salesforce platform, and passing the exam demonstrates expertise in this area. Certified Data Architects are highly sought-after by employers and can work in a variety of roles, making this certification an excellent investment in your career.

Salesforce Certified Data Architect Sample Questions (Q12-Q17):

NEW QUESTION # 12
Universal Containers is integrating a new Opportunity engagement system with Salesforce. According to their Master Data Management strategy, Salesforce is the system of record for Account, Contact, and Opportunity dat a. However, there does seem to be valuable Opportunity data in the new system that potentially conflicts with what is stored in Salesforce. What is the recommended course of action to appropriately integrate this new system?

A. Stakeholders should be brought together to discuss the appropriate data strategy moving forward.
B. The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.
C. The Opportunity engagement system should become the system of record for Opportunity records.
D. A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.

Answer: A

NEW QUESTION # 13
Which three characteristics of a skinny table help improve report and query performance?

A. Skinny tables provide a view across multiple objects for easy access to combined data.
B. Skinny tables can contain frequently used fields and thereby help avoid joins.
C. Skinny tables are kept in sync with changes to data in the source tables.
D. Skinny tables do not include records that are available in the recycle bin.
E. Skinny tables can be used to create custom indexes on multi-select picklist fields.

Answer: B,C,D

Explanation:
The three characteristics of a Skinny table that help improve report and query performance are: Skinny tables can contain frequently used fields and thereby help avoid joins. Skinny tables are kept in sync with changes to data in the source tables. Skinny tables do not include records that are available in the recycle bin. These characteristics are beneficial because they reduce the query complexity and execution time, and improve the data accuracy and freshness. For example, skinny tables can contain frequently used fields from multiple objects, such as Account and Contact, and thereby help avoid joins that can slow down queries4. Skinny tables are updated automatically when the source tables are modified, so they always reflect the latest data5. Skinny tables do not include records that are available in the recycle bin, so they only contain active records that are relevant for reports and queries.

NEW QUESTION # 14
The head of sales at Get Cloudy Consulting wants to understand key relevant performance figures and help managers take corrective actions where appropriate.
What is one reporting option Get Cloudy Consulting should consider?

A. Sales KPI Dashboard
B. Case SLA performance report
C. Lead conversion rate report
D. Opportunity analytic snapshot

Answer: A

NEW QUESTION # 15
A health care provider wishes to use salesforce to track patient care. The following actions are in Salesforce
1. Payment Providers: Orgas who pay for the care 2 patients.
2. Doctors: They provide care plan for patients and need to support multiple patients, they are provided access to patient information.
3. Patients: They are individuals who need care.
A data architect needs to map the actor to Sf objects. What should be the optimal selection by the data architect?

A. Patients as Contacts, Payment providers as Accounts, & Doctors as Accounts
B. Patients as Person Accounts, Payment providers as Accounts, & Doctors as Person Account
C. Patients as Accounts, Payment providers as Accounts, & Doctors as Person Accounts
D. Patients as Person Accounts, Payment providers as Accounts, & Doctors as Contacts

Answer: B

Explanation:
Patients as Person Accounts, Payment providers as Accounts, & Doctors as Person Accounts is the optimal selection by the data architect to map the actor to Salesforce objects. This is because Person Accounts are a special type of accounts that can store both business and personal information for individual customers.
Payment providers are organizations that pay for the care of patients, so they can be modeled as Accounts.
Doctors are also individuals who provide care plans for patients and need access to patient information, so they can also be modeled as Person Accounts.

NEW QUESTION # 16
Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?

A. Add custom indexes to the Date fields used for filtering the report.
B. Add custom indexes to all fields on Application without a standard index.
C. Run multiple reports to get different pieces of the data and combine them.
D. Ask support to create a skinny table for Application with the necessary reporting fields.

Answer: A,D

NEW QUESTION # 17
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