Certified Salesforce Data-Architect Questions, Data-Architect Real Torrent

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Salesforce Data-Architect Exam Syllabus Topics:

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

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                                  Salesforce Certified Data Architect Sample Questions (Q89-Q94):

                                  NEW QUESTION # 89
                                  Universal Containers (UC) has several custom Visualforce applications have been developed in which users are able to edit Opportunity records. UC struggles with data completeness on their Opportunity records and has decided to make certain fields required that have not been in the past. The newly required fields are dependent on the Stage of the Opportunity, such that certain fields are only required once an Opportunity advances to later stages. There are two fields. What is the simplest approach to handle this new requirement?

                                  Answer: B

                                  Explanation:
                                  Using a validation rule for each field that takes the Stage into consideration is the simplest approach to handle this new requirement. A validation rule can enforce the field requirements based on the logic and criteria that you define, and display an error message when users try to save a record that does not meet the requirements. Updating the Opportunity page layout to mark these fields as required will not work because page layouts do not support conditional field requirements. Updating these Opportunity field definitions in Setup to be required will not work because it will apply to all stages and records. Writing an Apex trigger that checks each field when records are saved is not the simplest approach because it requires coding and testing


                                  NEW QUESTION # 90
                                  Universal Containers would like to have a Service-Level Agreement (SLA) of 1 day for any data loss due to unintentional or malicious updates of records in Salesforce. What approach should be suggested to address this requirement?

                                  Answer: D

                                  Explanation:
                                  Evaluating a third-party AppExchange app, such as OwnBackup or Spanning, etc., for backup and archival purposes is the best approach to address the requirement of having a one-day SLA for any data loss. These apps can provide automated backups, granular restores, and compliance features that can help UC recover from any data loss or corruption scenarios.


                                  NEW QUESTION # 91
                                  Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
                                  Access to customer information based on record ownership
                                  Ability for customers to request removal of their information from Salesforce Prevent users from accessing Salesforce from outside company network (virtual private network, or VPN) What should a data architect recommend to address these requirements?

                                  Answer: C

                                  Explanation:
                                  IP restrictions can be used to prevent users from accessing Salesforce from outside the company network or VPN. According to this article, sharing settings can be used to control access to customer information based on record ownership. According to this article, custom Apex can be used to support customer requests for removal of their information from Salesforce.


                                  NEW QUESTION # 92
                                  Universal Containers (UC) wants to capture information on how data entities are stored within the different applications and systems used within the company. For that purpose, the architecture team decided to create a data dictionary covering the main business domains within UC. Which two common techniques are used building a data dictionary to store information on how business entities are defined?

                                  Answer: C,D


                                  NEW QUESTION # 93
                                  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: B

                                  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 # 94
                                  ......

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