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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 Governance and Management- Security and compliance
          • 1. Regulatory compliance considerations
            • 2. Data access controls
              - Data quality management
              • 1. Data validation rules
                • 2. Deduplication strategies
                  Topic 4: Data Modeling and Database Design- Data modeling concepts
                  • 1. Normalization and denormalization strategies
                    • 2. Relational vs. non-relational data design
                      - Salesforce data model design
                      • 1. Schema design for scalability
                        • 2. Standard and custom objects usage
                          Topic 5: Data Integration- Integration patterns
                          • 1. API-based integration strategies
                            • 2. ETL vs real-time integration
                              - Salesforce integration tools
                              • 1. MuleSoft and REST/SOAP APIs
                                • 2. Platform events and change data capture

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                                  Salesforce Data-Architect Detailed Study Plan & Data-Architect Upgrade Dumps

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                                  Salesforce Certified Data Architect Sample Questions (Q59-Q64):

                                  NEW QUESTION # 59
                                  Ursa Major Solar's legacy system has a quarterly accounts receivable report that compiles data from the following:
                                  - Accounts
                                  - Contacts
                                  - Opportunities
                                  - Orders
                                  - Order Line Items
                                  Which issue will an architect have when implementing this in Salesforce?

                                  Answer: B


                                  NEW QUESTION # 60
                                  North Trail Outfitters (NTD) is in the process of evaluating big objects to store large amounts of asset data from an external system. NTO will need to report on this asset data weekly.
                                  Which two native tools should a data architect recommend to achieve this reporting requirement?

                                  Answer: C,D


                                  NEW QUESTION # 61
                                  Get Cloudy Consulting is migrating their legacy system's users and data to Salesforce. They will be creating 15,000 users, 1.5 million Account records, and 15 million Invoice records. The visibility of these records is controlled by a 50 owner and criteria-based sharing rules.
                                  Get Cloudy Consulting needs to minimize data loading time during this migration to a new organization.
                                  Which two approaches will accomplish this goal? (Choose two.)

                                  Answer: A,C


                                  NEW QUESTION # 62
                                  Northern Trail Outfitters (NTO) wants to start a loyalty program to reward repeat customers. The program will track every item a customer has bought and grants them points for discounts. The following conditions will exist upon implementation:
                                  Data will be used to drive marketing and product development initiatives.
                                  NTO estimates that the program will generate 100 million rows of date monthly.
                                  NTO will use Salesforce's Einstein Analytics and Discovery to leverage their data and make business and marketing decisions.
                                  What should the Data Architect do to store, collect, and use the reward program data?

                                  Answer: A


                                  NEW QUESTION # 63
                                  Universal Containers has two systems. Salesforce and an on -premise ERP system. An architect has been tasked with copying Opportunity records to the ERP once they reach a Closed/Won Stage. The Opportunity record in the ERP system will be read-only for all fields copied in from Salesforce. What is the optimal real-time approach that achieves this solution?

                                  Answer: A


                                  NEW QUESTION # 64
                                  ......

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