Associate Data-Architect Level Exam | Pdf Data-Architect Version

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Salesforce Data-Architect Exam Syllabus Topics:

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

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                                  Salesforce Certified Data Architect Sample Questions (Q92-Q97):

                                  NEW QUESTION # 92
                                  Universal Container (US) is replacing a home-grown CRM solution with Salesforce, UC has decided to migrate operational (Open and active) records to Salesforce, while keeping historical records in legacy system, UC would like historical records to be available in Salesforce on an as needed basis.
                                  Which solution should a data architect recommend to meet business requirement?

                                  Answer: C

                                  Explanation:
                                  According to the Using Mashups article on Salesforce Developers, one of the techniques for deploying large data volumes is to use mashups to display historical records in Salesforce. The article states that "Mashups are a way to display data from an external system within a Salesforce page without copying or synchronizing the data. Mashups use a combination of Visualforce, Apex callouts, and JavaScript code that runs in the browser. Mashups are useful when you want to display large amounts of read-only data that is stored outside of Salesforce." Therefore, a data architect should recommend this solution to meet the business requirement of UC.


                                  NEW QUESTION # 93
                                  Universal Container (UC) has around 200,000 Customers (stored in Account object). They get 1 or 2 Orders every month from each Customer. Orders are stored in a custom object called "Order c"; this has about 50 fields. UC is expecting a growth of 10% year -over -year. What are two considerations an architect should consider to improve the performance of SOQL queries that retrieve data from the Order _c object? Choose 2 answers

                                  Answer: B,D


                                  NEW QUESTION # 94
                                  A customer needs a sales model that allows the following:
                                  Opportunities need to be assigned to sales people based on the zip code.
                                  Each sales person can be assigned to multiple zip codes.
                                  Each zip code is assigned to a sales area definition. Sales is aggregated by sales area for reporting.
                                  What should a data architect recommend?

                                  Answer: A

                                  Explanation:
                                  The best solution to assign opportunities based on zip code and sales area is to configure territory management feature to support opportunity assignment. Territory management is a feature that allows you to organize your sales team into territories based on criteria such as geography, industry, product line, or customer segment.
                                  You can assign accounts and opportunities to territories using assignment rules or manual sharing. You can also define forecast managers and roll up forecasts by territory45. Assign opportunities using list views using zip code is not a good solution because it is inefficient and does not support reporting by sales area. Add custom fields in opportunities for zip code and use assignment rules is not a good solution because it requires creating additional fields and does not support reporting by sales area. Allow sales users to manually assign opportunity ownership based on zip code is not a good solution because it is prone to errors and does not support reporting by sales area.


                                  NEW QUESTION # 95
                                  Universal Containers is creating a new B2C service offering for consumers to ship goods across continents.
                                  This is in addition to their well-established B2B offering. Their current Salesforce org uses the standard Account object to track B2B customers. They are expecting to have over 50,000,000 consumers over the next five years across their 50 business regions. B2C customers will be individuals. Household data is not required to be stored. What is the recommended data model for consumer account data to be stored in Salesforce?

                                  Answer: A

                                  Explanation:
                                  The recommended data model for consumer account data to be stored in Salesforce is to use the Account object with Person Accounts and a new B2C page layout. Person Accounts are a special type of accounts that allow you to store information about individual consumers who are not associated with a business account2. Person Accounts have the following advantages3:
                                  They allow you to use the same standard objects and features that you use for business accounts, such as contacts, opportunities, cases, etc.
                                  They enable you to create different page layouts and record types for B2C and B2B customers, which allows you to customize the user interface and business logic for each segment.
                                  They support large data volumes and can scale up to 50 million records or more, which meets the expected growth of consumers over the next five years.


                                  NEW QUESTION # 96
                                  Universal Containers (UC) has several custom Visualforce applications have been developed in which users are able to edit Opportunity records. UC struggles with data completeness on their Opportunity records and has decided to make certain fields required that have not been in the past. The newly required fields are dependent on the Stage of the Opportunity, such that certain fields are only required once an Opportunity advances to later stages. There are two fields. What is the simplest approach to handle this new requirement?

                                  Answer: B

                                  Explanation:
                                  Using a validation rule for each field that takes the Stage into consideration is the simplest approach to handle this new requirement. A validation rule can enforce the field requirements based on the logic and criteria that you define, and display an error message when users try to save a record that does not meet the requirements.
                                  Updating the Opportunity page layout to mark these fields as required will not work because page layouts do not support conditional field requirements. Updating these Opportunity field definitions in Setup to be required will not work because it will apply to all stages and records. Writing an Apex trigger that checks each field when records are saved is not the simplest approach because it requires coding and testing


                                  NEW QUESTION # 97
                                  ......

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