Data-Architect Deutsche Prüfungsfragen - Data-Architect Deutsche

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Salesforce Data-Architect Exam Syllabus Topics:

Section	Objectives
Topic 1: Master Data Management (MDM)	- MDM architecture 1. Golden record design 2. Data synchronization approaches
Topic 2: Data Integration	- Salesforce integration tools 1. MuleSoft and REST/SOAP APIs 2. Platform events and change data capture - Integration patterns 1. API-based integration strategies 2. ETL vs real-time integration
Topic 3: Large Data Volume and Performance	- Scalability considerations 1. Indexing and query optimization 2. Bulk data processing strategies
Topic 4: Data Modeling and Database Design	- Data modeling concepts 1. Relational vs. non-relational data design 2. Normalization and denormalization strategies - Salesforce data model design 1. Standard and custom objects usage 2. Schema design for scalability
Topic 5: Data Governance and Management	- Security and compliance 1. Data access controls 2. Regulatory compliance considerations - Data quality management 1. Deduplication strategies 2. Data validation rules

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Salesforce Certified Data Architect Data-Architect Prüfungsfragen mit Lösungen (Q107-Q112):

107. Frage
UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled.
What should a data architect recommend to ensure data quality is maintained in salesforce.

A. Develop custom APEX batch process to improve quality once the load is completed.
B. Activate validation rules once the leads are loaded into salesforce to maintain quality.
C. Ensure the lead data is preprocessed for quality before loading into salesforce.
D. Allow validation rules to be activated during the load of leads into salesforce.

Antwort: A

108. Frage
Ursa Major Solar has defined a new Data Quality Plan for their Salesforce data.
Which two approaches should an Architect recommend to enforce the plan throughout the organization? (Choose two.)

A. Enforce critical business processes by using Workflow, Validation Rules, and Apex code.
B. Schedule a weekly dashboard displaying records that are missing information to be sent to managers for review.
C. Schedule reports that will automatically catch duplicates and merge or delete the records every week.
D. Ensure all data is stored in an external system and set up an integration to Salesforce for view-only access.

Antwort: A,B

109. Frage
A large Automobile company has implemented SF for its Sales Associates. Leads flow from its website to SF using a batch integration in SF. The Batch job connects the leads to Accounts in SF. Customer visiting their retail stores are also created in SF as Accounts.
The company has noticed a large number of duplicate accounts in SF. On analysis, it was found that certain customers could interact with its website and also visit the store. The Sales associates use Global Search to search for customers in Salesforce before they create the customers.
Which scalable option should a data Architect choose to implement to avoid duplicates?

A. Create duplicate rules in SF to validate duplicates during the account creation process
B. Build Custom search based on fields on Accounts which can be matched with customer when they visit the store
C. Customize Account creation process to search if customer exists before creating an Account.
D. Implement a MDM solution to validate the customer information before creating Accounts in SF.

Antwort: A

Begründung:
The data architect should choose to implement duplicate rules in SF (Salesforce) to validate duplicates during the account creation process. Duplicate rules are a feature in Salesforce that allow users to define criteria and actions for detecting and preventing duplicate records. By creating duplicate rules for accounts, the data architect can ensure that any leads from the website or customers from the retail stores that match existing accounts in Salesforce are flagged or blocked before they are created as new accounts. This will help avoid duplicate accounts in Salesforce and maintain data quality. Option B is incorrect because implementing a MDM (Master Data Management) solution to validate the customer information before creating accounts in SF will require additional infrastructure cost and maintenance effort. Option C is incorrect because building custom search based on fields on accounts which can be matched with customer when they visit the store will require additional development effort and may not be accurate or user-friendly. Option D is incorrect because customizing account creation process to search if customer exists before creating an account will require additional configuration effort and may not be consistent or scalable.

110. Frage
Universal Containers (UC) is facing data quality issues where Sales Reps are creating duplicate customer accounts, contacts, and leads. UC wants to fix this issue immediately by prompting users about a record that possibly exists in Salesforce. UC wants a report regarding duplicate records. What would be the recommended approach to help UC start immediately?

A. Create an after insert and update trigger on the account, contact and lead, and send an error if a duplicate is found using a custom matching criteria.
B. Create a duplicate rule for account, lead, and contact, use standard matching rules for these objects, and set the action to report and alert for both creates and edits.
C. Create a duplicate rule for account, lead, and contact, use standard matching rules for these objects, and set the action to block for both creates and edits.
D. Create a before insert and update trigger on account, contact, and lead, and send an error if a duplicate is found using a custom matching criteria.

Antwort: B

111. Frage
Universal Containers (UC) is transitioning from Classic to Lightning Experience.
What does UC need to do to ensure users have access to its notices and attachments in Lightning Experience?

A. Manually upload Notes in Lighting Experience.
B. Manually upload Attachments in Lighting Experience.
C. Add Notes and Attachments Related List to page Layout in Lighting Experience.
D. Migrate Notes and Attachment to Enhanced Notes and Files a migration tool

Antwort: D

Begründung:
The correct answer is C, migrate Notes and Attachment to Enhanced Notes and Files using a migration tool. Enhanced Notes and Files are the new features in Lightning Experience that replace the classic Notes and Attachments. They offer more functionality and security than the classic version. To access them in Lightning Experience, you need to migrate your existing Notes and Attachments using a migration tool provided by Salesforce. Adding Notes and Attachments Related List, manually uploading Notes or Attachments, or doing nothing are not valid solutions, as they will not enable you to use the enhanced features in Lightning Experience.

112. Frage
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