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Salesforce 的 Data-Architect 考古題覆蓋了最新的考試指南，根據真實的 Data-Architect 考試真題編訂，確保每位考生順利通過 Data-Architect 考試。如果在考試過程中變題了，考生可以享受免費更新一年的考題服務，保障了考生的權利。Data-Architect 考試適合於 Salesforce 技術人士開發，目的是為了測驗考生基於各種平臺的設計和開發應用知識技能。考生要考取 Data-Architect 認證，必須要擁有兩年開發技術領域的能力。

Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
Topic 1: Data Governance and Management- Data quality management
  • 1. Data validation rules
    • 2. Deduplication strategies
      - Security and compliance
      • 1. Regulatory compliance considerations
        • 2. Data access controls
          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: Large Data Volume and Performance- Scalability considerations
                  • 1. Indexing and query optimization
                    • 2. Bulk data processing strategies
                      Topic 4: Master Data Management (MDM)- MDM architecture
                      • 1. Golden record design
                        • 2. Data synchronization approaches
                          Topic 5: 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

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                                  最新的 Salesforce Application Architect Data-Architect 免費考試真題 (Q18-Q23):

                                  問題 #18
                                  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?

                                  答案：D


                                  問題 #19
                                  A customer wishes to migrate 700,000 Account records in a single migration into Salesforce. What is the recommended solution to migrate these records while minimizing migration time?

                                  答案：B


                                  問題 #20
                                  NTO has decided that it is going to build a channel sales portal with the following requirements:
                                  1. External resellers are able to authenticate to the portal with a login.
                                  2. Lead data, opportunity data and order data are available to authenticated users.
                                  3. Authenticated users many need to run reports and dashboards.
                                  4. There is no need for more than 10 custom objects or additional file storage.
                                  Which community cloud license type should a data architect recommend to meet the portal requirements?

                                  答案：C

                                  解題說明：
                                  Partner community license type is the best option for building a channel sales portal, as it allows external resellers to access lead, opportunity, and order data, as well as run reports and dashboards. Customer community and customer community plus license types are more suitable for customer service portals, while lightning external apps starter license type does not support reports and dashboards


                                  問題 #21
                                  Northern trail Outfitters (NTO) uses Sales Cloud and service Cloud to manage sales and support processes.
                                  Some of NTOs team are complaining they see new fields on their page unsure of which values need be input.
                                  NTO is concerned about lack of governance in making changes to Salesforce.
                                  Which governance measure should a data architect recommend to solve this issue?

                                  答案：D

                                  解題說明：
                                  To solve the issue of lack of governance in making changes to Salesforce, a data architect should recommend creating and managing a data dictionary and setting up a governance process for changes made to common objects. A data dictionary is a document that defines the metadata, structure, and relationship of each object and field in Salesforce. A governance process is a set of rules and procedures that govern how changes are proposed, reviewed, approved, and deployed in Salesforce. These measures will help NTO to maintain consistency, quality, and clarity of their data model and avoid confusion and errors among users. Option A is incorrect because adding description fields to explain why the field is used, and marking the field as required will not prevent unauthorized or unnecessary changes to Salesforce. Option C is incorrect because creating reports to identify which users are leaving blank, and using external data sources to augment the missing data will not address the root cause of the issue, which is the lack of governance in making changes to Salesforce.
                                  Option D is incorrect because creating validation rules with error messages to explain why the fields are used will not stop users from seeing new fields on their page that they are unsure of.


                                  問題 #22
                                  Universal Containers (UC) provides shipping services to its customers. They use Opportunities to track customer shipments. At any given time, shipping status can be one of the 10 values. UC has 200,000 Opportunity records. When creating a new field to track shipping status on opportunity, what should the architect do to improve data quality and avoid data skew?

                                  答案：D


                                  問題 #23
                                  ......

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