100% Pass Quiz Salesforce - High-quality Data-Architect - Salesforce Certified Data Architect Official Practice Test

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Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Large Data Volume and Performance- Scalability considerations
  • 1. Bulk data processing strategies
    • 2. Indexing and query optimization
      Master Data Management (MDM)- MDM architecture
      • 1. Data synchronization approaches
        • 2. Golden record design
          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
                  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. Platform events and change data capture
                            • 2. MuleSoft and REST/SOAP APIs
                              - Integration patterns
                              • 1. ETL vs real-time integration
                                • 2. API-based integration strategies

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                                  Salesforce Certified Data Architect Sample Questions (Q247-Q252):

                                  NEW QUESTION # 247
                                  Northern Trail Outfitters is concerned because some of its data is sensitive and needs to be identified for access.
                                  What should be used to provide ways to filter and identify the sensitive data?

                                  Answer: D

                                  Explanation:
                                  According to the official Salesforce guide1, data classification metadata is a feature that allows administrators to classify data fields based on their sensitivity level, such as confidential, restricted, or general. Data classification metadata can be used to filter and identify sensitive data fields and apply appropriate security measures, such as encryption, masking, or auditing. Option D is the correct answer because it suggests using data classification metadata to provide ways to filter and identify sensitive data. Option A is incorrect because data grouping metadata is not a feature in Salesforce. Option B is incorrect because field-level security is a feature that controls the visibility and editability of fields based on user profiles or permission sets, but it does not provide ways to filter and identify sensitive data. Option C is incorrect because creating a custom checkbox denoting sensitive data is not a scalable or reliable solution, as it requires manual maintenance and does not enforce any security measures.


                                  NEW QUESTION # 248
                                  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: B,D

                                  Explanation:
                                  According to the exam guide, one of the objectives is to "describe the use cases and considerations for using AppExchange apps and Wave Analytics"1. This implies that options A and B are both valid approaches to provide more analytical insights. Option C is not correct because weekly snapshots are used to track changes over time, not to provide advanced analytics3. Option D is not correct because setup audit trails are used to monitor changes in the setup menu, not to provide analytical insights.


                                  NEW QUESTION # 249
                                  Get Cloudy Consulting is migrating their legacy system's users and data to Salesforce. They will be creating 15,000 users, 1.5 million Account records, and 15 million Invoice records. The visibility of these records is controlled by a 50 owner and criteria-based sharing rules.
                                  Get Cloudy Consulting needs to minimize data loading time during this migration to a new organization.
                                  Which two approaches will accomplish this goal? (Choose two.)

                                  Answer: B,D

                                  Explanation:
                                  Creating the users, uploading all data, and then deploying the sharing rules will reduce the number of sharing recalculations that occur during the data load. Deferring sharing calculations until the data has finished uploading will also improve the performance by postponing the sharing rule evaluation. These are the recommended best practices for loading large data sets into Salesforce


                                  NEW QUESTION # 250
                                  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: A

                                  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 # 251
                                  UC has a roll-up summary field on Account to calculate the count of contacts associated with an account. During the account load, SF is throwing an "Unable to lock a row" error.
                                  Which solution should a data architect recommend, to resolve the error?

                                  Answer: C


                                  NEW QUESTION # 252
                                  ......

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