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Salesforce Data-Architect Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Modeling25%- Indexing strategies
- Normalization and denormalization strategies
- Large Data Volumes (LDV) design considerations
- Skinny tables for performance optimization
- Big Objects and external objects
Topic 2: Data Architecture20%- Architecture patterns and design principles
- Performance tuning and optimization
- Governor limits and bulk processing
- Archiving and data lifecycle management
Topic 3: Data Integration15%- Real-time vs batch integration patterns
- ETL tools and data migration strategies
- Handling locks and parallelism during migration
- API-based integration (REST, SOAP, Bulk API)
- Sharing rules impact on data integration
Topic 4: Master Data Management20%- Data duplication and matching rules
- Data cleansing techniques
- Identity resolution
Topic 5: Data Governance20%- Data quality standards and metrics
- Compliance and regulatory considerations
- Data stewardship roles and responsibilities
- Data retention and archiving policies

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Salesforce Certified Data Architect Sample Questions (Q205-Q210):

NEW QUESTION # 205
Get Cloudy Consulting needs to evaluate the completeness and consistency of contact information in Salesforce. Their sales reps often have incomplete information about their accounts and contacts.
Additionally, they are not able to interpret the information in a consistent manner. Get Cloudy Consulting has identified certain " " key " " fields which are important to their sales reps.
What are two actions Get Cloudy Consulting can take to review their data for completeness and consistency?
(Choose two.)

Answer: A,C

Explanation:
Running a report that shows the last time the key fields were updated can help Get Cloudy Consulting identify stale or outdated data and prioritize data cleansing activities. Running a report that shows the percentage of blanks for the important fields can help Get Cloudy Consulting measure the completeness of their data and identify gaps or missing value


NEW QUESTION # 206
Universal Containers (UC) wants to store product data in Salesforce, but the standard Product object does not support the more complex hierarchical structure which is currently being used in the product master system.
How can UC modify the standard Product object model to support a hierarchical data structure in order to synchronize product data from the source system to Salesforce?

Answer: A

Explanation:
Creating a custom lookup field on the standard Product to reference the parent record in the hierarchy is the correct way to modify the standard Product object model to support a hierarchical data structure. This allows UC to create a self-relationship on the Product object and define parent-child relationships among products.


NEW QUESTION # 207
Universal Containers (UC) has a multi-level master-detail relationship for opportunities, a custom opportunity line item object, and a custom discount request. UC has opportunity as master and custom line item object as detail in master-detail relationship. UC also has a custom line item object as master and a custom discount request object as detail in another master-detail relationship. UC has a requirement to show all sums of discounts across line items at an opportunity level. What is the recommended solution to address these requirements?

Answer: C


NEW QUESTION # 208
NTO has decided to franchise its brand. Upon implementation, 1000 franchisees will be able to access BTO's product information and track large customer sales and opportunities through a portal. The Franchisees will also be able to run monthly and quarterly sales reports and projections as well as view the reports in dashboards.
Which licenses does NTO need to provide these features to the Franchisees?

Answer: A

Explanation:
The best license to provide these features to the franchisees is the Partner Community license. Partner Community licenses are designed for external users who collaborate with your sales team on deals, such as resellers, distributors, or brokers. Partner Community users can access standard CRM objects, such as accounts, contacts, leads, opportunities, campaigns, and reports. They can also access custom objects and run dashboards12. Salesforce Sales Cloud license is not a good option because it is intended for internal users who need full access to standard CRM and custom apps. Lightning Platform license is not a good option because it is intended for users who need access to custom apps but not to standard CRM functionality. Customer Community license is not a good option because it is intended for external users who need access to customer support features, such as cases and knowledge articles, but not to sales features


NEW QUESTION # 209
DreamHouse Realty has a data model as shown in the image. The Project object has a private sharing model, and it has Roll-Up summary fields to calculate the number of resources assigned to the project, total hours for the project, and the number of work items associated to the project.
There will be a large amount of time entry records to be loaded regularly from an external system into Salesforce.

What should the Architect consider in this situation?

Answer: A

Explanation:
According to the exam guide, one of the objectives is to " describe the use cases and considerations for deferring sharing calculations " 1 . This implies that option A is the correct way to load large amounts of data into Salesforce without affecting performance and data integrity. Deferring sharing calculations allows the data to be loaded first and then the sharing rules to be applied later 2 . Option B is not correct because workflows are not recommended for calculating summary values, as they can cause performance issues and data skew 3 . Option C is not correct because triggers are also not recommended for calculating summary values, as they can cause governor limit errors and data inconsistency. Option D is not correct because external IDs are used to link records from different systems, not to improve data loading performance.


NEW QUESTION # 210
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