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Salesforce Data-Architect Exam Syllabus Topics:

Section	Objectives
Master Data Management (MDM)	- MDM architecture 1. Data synchronization approaches 2. Golden record design
Data Integration	- Integration patterns 1. API-based integration strategies 2. ETL vs real-time integration - Salesforce integration tools 1. Platform events and change data capture 2. MuleSoft and REST/SOAP APIs
Large Data Volume and Performance	- Scalability considerations 1. Bulk data processing strategies 2. Indexing and query optimization
Data Modeling and Database Design	- Data modeling concepts 1. Normalization and denormalization strategies 2. Relational vs. non-relational data design - Salesforce data model design 1. Schema design for scalability 2. Standard and custom objects usage
Data Governance and Management	- Security and compliance 1. Regulatory compliance considerations 2. Data access controls - Data quality management 1. Deduplication strategies 2. Data validation rules

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최신 Salesforce Application Architect Data-Architect 무료샘플문제 (Q89-Q94):

질문 # 89
Universal Containers (UC) has an open sharing model for its Salesforce users to allow all its Salesforce internal users to edit all contacts, regardless of who owns the contact. However, UC management wants to allow only the owner of a contact record to delete that contact. If a user does not own the contact, then the user should not be allowed to delete the record. How should the architect approach the project so that the requirements are met?

A. Create a "before delete" trigger to check if the current user is not the owner.
B. Set the Sharing settings as Public Read Only for the Contact object.
C. Set the profile of the users to remove delete permission from the Contact object.
D. Create a validation rule on the Contact object to check if the current user is not the owner.

정답：A

질문 # 90
Universal Containers (UC) is launching an RFP to acquire a new accounting product available on AppExchange. UC is expecting to issue 5 million invoices per year, with each invoice containing an average of 10 line items. What should UC's Data Architect recommend to ensure scalability?

A. Ensure the account product vendor provides a sound data archiving strategy.
B. Ensure invoice line items simply reference existing Opportunity line items.
C. Ensure the accounting product runs 100% natively on the Salesforce platform.
D. Ensure the account product vendor includes Wave Analytics in their offering.

정답：A

질문 # 91
Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard are not reliable for their real-time decision-making. On analysis , the team the following issues with data entered in Salesforce.
Information in certain records is incomplete.
Incorrect entry in certain fields causes records to be excluded in report fitters.
Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?

A. Periodically export data to cleanse data and import them back into Salesforce for executive reports.
B. design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect
C. Explore third-party data providers to enrich and augment information entered in salesforce.
D. Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
E. Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.

정답：C,D,E

질문 # 92
NTO uses salesforce to manage relationships and track sales opportunities. It has 10 million customers and 100 million opportunities. The CEO has been complaining 10 minutes to run and sometimes failed to load, throwing a time out error.
Which 3 options should help improve the dashboard performance?
Choose 3 answers:

A. Reduce the amount of data queried by archiving unused opportunity records.
B. Remove widgets from the dashboard to reduce the number of graphics loaded.
C. De-normalize the data by reducing the number of joins.
D. Use selective queries to reduce the amount of data being returned.
E. Run the dashboard for CEO and send it via email.

정답：A,C,D

질문 # 93
To avoid creating duplicate Contacts, a customer frequently uses Data Loader to upsert Contact records into Salesforce. What common error should the data architect be aware of when using upsert?

A. Errors with records being updated and inserted in the same CSV file.
B. Errors with using the wrong external Id will cause the load to fail.
C. Errors with duplicate external Id values within the same CSV file.
D. Errors when a duplicate Contact name is found cause upsert to fail.

정답：C

질문 # 94
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