Test Data-Architect Collection | Latest Data-Architect: Salesforce Certified Data Architect 100% Pass

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Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
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
          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
                  Large Data Volume and Performance- Scalability considerations
                  • 1. Indexing and query optimization
                    • 2. Bulk data processing strategies
                      Master Data Management (MDM)- MDM architecture
                      • 1. Data synchronization approaches
                        • 2. Golden record design
                          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

                                  >> Test Data-Architect Collection <<

                                  Quiz Salesforce - Data-Architect - High Pass-Rate Test Salesforce Certified Data Architect Collection

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                                  Salesforce Certified Data Architect Sample Questions (Q107-Q112):

                                  NEW QUESTION # 107
                                  Universal Containers has a requirement to store more than 100 million records in salesforce and needs to create a custom big object to support this business requirement.
                                  Which two tools should a data architect use to build custom object?

                                  Answer: A,C

                                  Explanation:
                                  To build a custom big object to support storing more than 100 million records in Salesforce, a data architect should use Metadata API or Big Object in setup. Metadata API is an API that allows developers to create, retrieve, update, or delete metadata components in Salesforce programmatically. Big Object in setup is a user interface that allows admins to create big objects declaratively without writing code. Both tools can be used to define custom big objects and their fields, indexes, and relationships in Salesforce. Option A is incorrect because DX (Developer Experience) is a set of tools that allows developers to create and manage applications on Salesforce Platform, but it does not support creating big objects directly. Option D is incorrect because Object Manager in setup is a user interface that allows admins to create and manage standard and custom objects in Salesforce, but it does not support creating big objects declaratively.


                                  NEW QUESTION # 108
                                  Which two aspects of data does an Enterprise data governance program aim to improve?

                                  Answer: B,C

                                  Explanation:
                                  Data integrity and data usability are two aspects of data that an Enterprise data governance program aims to improve. Data integrity refers to the accuracy, consistency, and validity of the data across the enterprise 2
                                  . Data usability refers to the ease of access, analysis, and interpretation of the data by the end users


                                  NEW QUESTION # 109
                                  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?

                                  Answer: A

                                  Explanation:
                                  To allow only the owner of a contact record to delete that contact, the data architect should create a "before delete" trigger to check if the current user is not the owner. The trigger can use the UserInfo.getUserId() method to get the current user's ID and compare it with the OwnerId field of the contact record. If they are not equal, the trigger can add an error to the record and prevent it from being deleted. The other options are not suitable for meeting the requirements, as they would either restrict the edit access or delete access for all users, regardless of ownership.


                                  NEW QUESTION # 110
                                  Universal Containers (UC) has implemented a master data management strategy, which uses a central system of truth, to ensure the entire company has the same customer information in all systems. UC customer data changes need to be accurate at all times in all of the systems. Salesforce is the identified system of record for this information.
                                  What is the correct solution for ensuring all systems using customer data are kept up to date?

                                  Answer: C

                                  Explanation:
                                  Having each system pull the record changes from Salesforce using change data capture (option D) is the correct solution for ensuring all systems using customer data are kept up to date, as it allows the systems to subscribe to real-time events from Salesforce and receive notifications when customer records are created, updated, deleted, or undeleted. Sending customer data nightly to the system of truth in a scheduled batch job (option A) or sending customer record changes from Salesforce to each system in a nightly batch job (option B) are not good solutions, as they may cause data latency and inconsistency, and they do not provide real-time updates. Sending customer record changes from Salesforce to the system of truth in real time (option C) is also not a good solution, as it does not address how the other systems will receive the updates from the system of truth.


                                  NEW QUESTION # 111
                                  Universal Containers (UC) has deployed Salesforce to manage Marketing. Sales, and Support efforts in a multi -system ERP environment After reaching the limits of native reports & dashboards. UC leadership is looking to understand what options can be used to provide more analytical insights. What two approaches should an architect recommend? Choose 2 answers

                                  Answer: A,C


                                  NEW QUESTION # 112
                                  ......

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