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Salesforce Data-Architect Exam Syllabus Topics:

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

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                                  Salesforce Certified Data Architect Sample Questions (Q199-Q204):

                                  NEW QUESTION # 199
                                  US has released a new disaster recovery (DR)policy that states that cloud solutions need a business continuity plan in place separate from the cloud providers built in data recovery solution.
                                  Which solution should a data architect use to comply with the DR policy?

                                  Answer: D

                                  Explanation:
                                  The best solution to comply with the DR policy is to leverage a 3rd party tool that extract Salesforce data/metadata and stores the information in an external protected system. This solution can help create a backup of Salesforce data and metadata in case of a disaster or data loss event. It can also help restore data from the backup system to Salesforce if needed. There are various 3rd party tools available in the AppExchange or online that offer data backup and recovery services for Salesforce67. Leverage Salesforce weekly exports and store data in flat files on a protected system is not a good solution because it does not include metadata backup and it does not allow granular or automated data recovery. Utilize an ETL tool to migrate data to an on-premise archive solution is not a good solution because it does not include metadata backup and it may require complex data transformations and synchronizations. Write a custom batch job to extract data changes nightly and store in an external protected system is not a good solution because it does not include metadata backup and it may have performance or reliability issues.


                                  NEW QUESTION # 200
                                  Universal Containers has provided a web order form for its customer and has noticed invalid data coming in on orders.
                                  What should be used to mitigate this problem?

                                  Answer: B


                                  NEW QUESTION # 201
                                  Universal Containers keeps its Account data in Salesforce and its Invoice data in a third -party ERP system. They have connected the Invoice data through a Salesforce external object. They want data from both Accounts and Invoices visible in one report in one place. What two approaches should an architect suggest for achieving this solution? Choose 2 answers

                                  Answer: B,D


                                  NEW QUESTION # 202
                                  UC has been using SF for 10 years. Lately, users have noticed, that the pages load slowly when viewing Customer and Account list view.
                                  To mitigate, UC will implement a data archive strategy to reduce the amount of data actively loaded.
                                  Which 2 tasks are required to define the strategy? Choose 2 answers:

                                  Answer: A,B


                                  NEW QUESTION # 203
                                  Universal Containers (UC) has 1,000 accounts and 50,000 opportunities. UC has an enterprise security requirement to export all sales data outside of Salesforce on a weekly basis. The security requirement also calls for exporting key operational data that includes events such as file downloads, logins, logouts, etc. Which two recommended approaches would address the above requirement?

                                  Answer: B,D

                                  Explanation:
                                  Using Weekly Export to extract transactional data to on-premise systems and using Event Monitoring to extract event data to on-premise systems are two recommended approaches that would address the security requirement of UC. Weekly Export is a built-in feature that allows UC to download a zip file of their Salesforce data on a weekly basis. Event Monitoring is a tool that allows UC to access detailed information about various events that occur in their Salesforce org, such as logins, logouts, file downloads, etc.


                                  NEW QUESTION # 204
                                  ......

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