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Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: 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
          Topic 2: 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
                  Topic 3: Large Data Volume and Performance- Scalability considerations
                  • 1. Bulk data processing strategies
                    • 2. Indexing and query optimization
                      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. Golden record design
                                • 2. Data synchronization approaches

                                  >> Exam Data-Architect Practice <<

                                  Salesforce certification Data-Architect exam targeted exercises

                                  The Salesforce Data-Architect certification exam is one of the best credentials in the modern Salesforce world. The Salesforce Certified Data Architect (Data-Architect) certification offers a unique opportunity for beginners or experienced professionals to demonstrate their expertise and knowledge with an industry-recognized certificate. With the Salesforce Certified Data Architect (Data-Architect) exam dumps, you can not only validate your skill set but also get solid proof of your proven expertise and knowledge.

                                  Salesforce Certified Data Architect Sample Questions (Q87-Q92):

                                  NEW QUESTION # 87
                                  Northern Trail Outfitters (NTO) wants to implement backup and restore for Salesforce data, Currently, it has data backup processes that runs weekly, which back up all Salesforce data to an enterprise data warehouse (EDW). NTO wants to move to daily backups and provide restore capability to avoid any data loss in case of outage.
                                  What should a data architect recommend for a daily backup and restore solution?

                                  Answer: B


                                  NEW QUESTION # 88
                                  Universal Container has a Sales Cloud implementation for a sales team and an enterprise resource planning (ERP) as a customer master Sales team are complaining about duplicate account and data quality issues with account data.
                                  Which two solutions should a data architect recommend to resolve the complaints?

                                  Answer: C,D

                                  Explanation:
                                  Integrating Salesforce with ERP and making ERP the system of truth (option B) and implementing a de-dupe solution and establishing account ownership in Salesforce (option D) are the two solutions that a data architect should recommend to resolve the complaints. Option B ensures that account data is consistent and accurate across both systems, while option D prevents duplicate records and clarifies who owns each account in Salesforce. Building a nightly batch job to de-dupe data and merge account records (option A) is not a good solution, as it does not address the root cause of the duplication and may result in data loss or conflicts.
                                  Building a nightly sync job from ERP to Salesforce (option C) is also not sufficient, as it does not prevent duplication or establish ownership in Salesforce.


                                  NEW QUESTION # 89
                                  UC has millions of case records with case history and SLA dat
                                  a. UC's compliance team would like historical cases to be accessible for 10 years for Audit purpose.
                                  What solution should a data architect recommend?

                                  Answer: D


                                  NEW QUESTION # 90
                                  Universal Containers has 30 million case records. The Case object has 80 fields. Agents are reporting performance issues and time-outs while running case reports in the Salesforce org.
                                  Which solution should a data architect recommend to improve reporting performance?

                                  Answer: C


                                  NEW QUESTION # 91
                                  UC is migrating data from legacy system to SF. UC would like to preserve the following information on records being migrated:
                                  Date time stamps for created date and last modified date.
                                  Ownership of records belonging to inactive users being migrated to Salesforce.
                                  Which 2 solutions should a data architect recommends to preserve the date timestamps and ownership on records? Choose 2 answers.

                                  Answer: A,C


                                  NEW QUESTION # 92
                                  ......

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