Free PDF Quiz Salesforce - High-quality Data-Architect Relevant Questions

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You have to change the way your study. Get the best Salesforce Certified Data Architect Data-Architect exam questions for your text, check all the chapters, and carefully take note of the important points. You can even highlight the important ones to get a quick revision whenever you want. Cramming the Salesforce Certified Data Architect Data-Architect books is not a good idea because it will not help you in understanding the concept. You just read the lines, try to remember them, and believe that you can keep those lines in your mind during the Salesforce Certification Exams.

Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Governance and Management- Security and compliance
  • 1. Data access controls
    • 2. Regulatory compliance considerations
      - Data quality management
      • 1. Data validation rules
        • 2. Deduplication strategies
          Topic 2: Data Modeling and Database Design- Salesforce data model design
          • 1. Schema design for scalability
            • 2. Standard and custom objects usage
              - Data modeling concepts
              • 1. Normalization and denormalization strategies
                • 2. Relational vs. non-relational data design
                  Topic 3: 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
                          Topic 4: Master Data Management (MDM)- MDM architecture
                          • 1. Data synchronization approaches
                            • 2. Golden record design
                              Topic 5: Large Data Volume and Performance- Scalability considerations
                              • 1. Indexing and query optimization
                                • 2. Bulk data processing strategies

                                  >> Data-Architect Relevant Questions <<

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                                  Salesforce Certified Data Architect Sample Questions (Q36-Q41):

                                  NEW QUESTION # 36
                                  Universal Containers (UC) is expecting to have nearly 5 million shipments records in its Salesforce org. Each shipment record has up to 10 child shipment item records. The Shipment custom object has an Organization-wide Default (OWD) sharing model set to Private and the Shipment Item custom object has a Master-Detail relationship to Shipment. There are 25 sharing rules set on the Shipment custom object, which allow shipment records to be shared to each of UC's 25 business areas around the globe. These sharing rules use public groups, one for each business area plus a number of groups for management and support roles. UC has a high turnover of Sales Reps and often needs to move Sales Reps between business areas in order to meet local demand. What feature would ensure that performance, when moving Sales Reps between regions, remains adequate while meeting existing requirements?

                                  Answer: D

                                  Explanation:
                                  Contacting Salesforce to enable Defer Sharing Rules is the feature that would ensure that performance, when moving Sales Reps between regions, remains adequate while meeting existing requirements. Defer Sharing Rules allows you to defer sharing rule recalculation when you make changes to public groups or roles that are used in sharing rules. This can improve performance and avoid locking issues when you move users between groups or roles2. Implementing data archiving for old Shipment records will not help with the performance issue related to sharing rules. Contacting Salesforce to create Skinny tables on Shipment will not help with the performance issue related to sharing rules. Configuring shipment OWD to Public Read/Write will not meet the existing requirements of having a Private sharing model.


                                  NEW QUESTION # 37
                                  Universal Containers wants to develop a dashboard in Salesforce that will allow Sales Managers to do data exploration using their mobile device (i.e., drill down into sales-related data) and have the possibility of adding ad-hoc filters while on the move. What is a recommended solution for building data exploration dashboards in Salesforce?

                                  Answer: B

                                  Explanation:
                                  Creating a Dashboard using Analytics Cloud that will allow the user to create ad-hoc lenses and drill down is a recommended solution for building data exploration dashboards in Salesforce. Analytics Cloud is a powerful data analysis tool that enables users to explore data using interactive dashboards, charts, graphs, and tables on any device. Users can also create lenses, which are ad-hoc data queries that can be saved and reused, and drill down into data details using filters and facets. Creating a Dashboard in an external reporting tool, exporting data to the tool, and adding link to the dashboard in Salesforce will not provide a seamless user experience and may require additional data integration and security considerations. Creating a Dashboard in an external reporting tool, exporting data to the tool, and embedding the dashboard in Salesforce using the Canval toolkit will not provide a native Salesforce solution and may require additional data integration and security considerations. Creating a standard Salesforce Dashboard and connecting it to reports with the appropriate filters will not allow the user to create ad-hoc lenses and drill down into data details on their mobile device.


                                  NEW QUESTION # 38
                                  To address different compliance requirements, such as general data protection regulation (GDPR), personally identifiable information (PII), of health insurance Portability and Accountability Act (HIPPA) and others, a SF customer decided to categorize each data element in SF with the following:
                                  Data owner
                                  Security Level, such as confidential
                                  Compliance types such as GDPR, PII, HIPPA
                                  A compliance audit would require SF admins to generate reports to manage compliance.
                                  What should a data architect recommend to address this requirement?

                                  Answer: D


                                  NEW QUESTION # 39
                                  An architect is planning on having different batches to load one million Opportunities into Salesforce using the Bulk API in parallel mode. What should be considered when loading the Opportunity records?

                                  Answer: A


                                  NEW QUESTION # 40
                                  Universal Containers (UC) is in the process of migrating legacy inventory data from an enterprise resources planning (ERP) system into Sales Cloud with the following requirements:
                                  Legacy inventory data will be stored in a custom child object called Inventory_c.
                                  Inventory data should be related to the standard Account object.
                                  The Inventory object should Invent the same sharing rules as the Account object.
                                  Anytime an Account record is deleted in Salesforce, the related Inventory_c record(s) should be deleted as well.
                                  What type of relationship field should a data architect recommend in this scenario?

                                  Answer: B

                                  Explanation:
                                  According to the Salesforce documentation, a relationship field is a field that allows linking one object to another object in Salesforce. There are different types of relationship fields that have different characteristics and behaviors, such as master-detail, lookup, indirect lookup, external lookup, etc.
                                  To recommend a type of relationship field for this scenario, where legacy inventory data will be stored in a custom child object called Inventory__c, inventory data should be related to the standard Account object, the Inventory__c object should inherit the same sharing rules as the Account object, and anytime an Account record is deleted in Salesforce, the related Inventory__c record(s) should be deleted as well, a data architect should recommend:
                                  Master-detail relationship field on Inventory__c, related to Account (option B). This means creating a field on the Inventory__c object that references the Account object as its parent. A master-detail relationship field establishes a parent-child relationship between two objects, where the parent object controls certain behaviors of the child object. For example, a master-detail relationship field can:
                                  Inherit the sharing and security settings from the parent object to the child object. This means that the users who can access and edit the parent record can also access and edit the related child records.
                                  Cascade delete from the parent object to the child object. This means that when a parent record is deleted, all the related child records are also deleted.
                                  Roll up summary fields from the child object to the parent object. This means that the parent object can display aggregated information from the child records, such as count, sum, min, max, or average.
                                  Master-detail relationship field on Account, related to Inventory__c (option A) is not a good solution, as it reverses the direction of the relationship. This means creating a field on the Account object that references the Inventory__c object as its parent. This is not possible, as a standard object cannot be on the detail side of a master-detail relationship. Indirect lookup relationship field on Account, related to Inventory__c (option C) is also not a good solution, as it is a special type of relationship field that allows linking a custom object to a standard object on an external system using an indirect reference. This is not applicable for this scenario, as both objects are in Salesforce and do not need an external reference. Lookup relationship field on Inventory__c related to Account (option D) is also not a good solution, as it establishes a looser relationship between two objects than a master-detail relationship. A lookup relationship field does not inherit sharing and security settings from the parent object to the child object, does not cascade delete from the parent object to the child object, and does not roll up summary fields from the child object to the parent object.


                                  NEW QUESTION # 41
                                  ......

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