Data-Architect Guide Torrent - Data-Architect Real Test - Data-Architect Test Prep

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Salesforce Data-Architect Exam Syllabus Topics:

SectionObjectives
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. Standard and custom objects usage
        • 2. Schema design for scalability
          Data Integration- Salesforce integration tools
          • 1. Platform events and change data capture
            • 2. MuleSoft and REST/SOAP APIs
              - Integration patterns
              • 1. ETL vs real-time integration
                • 2. API-based integration strategies
                  Data Governance and Management- Data quality management
                  • 1. Deduplication strategies
                    • 2. Data validation rules
                      - Security and compliance
                      • 1. Data access controls
                        • 2. Regulatory compliance considerations
                          Master Data Management (MDM)- MDM architecture
                          • 1. Golden record design
                            • 2. Data synchronization approaches
                              Large Data Volume and Performance- Scalability considerations
                              • 1. Indexing and query optimization
                                • 2. Bulk data processing strategies

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                                  Salesforce Certified Data Architect practice dumps & Data-Architect exam dumps

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                                  Salesforce Certified Data Architect Sample Questions (Q194-Q199):

                                  NEW QUESTION # 194
                                  What 2 data management policies does the data classification feature allow customers to classify in salesforce? Choose 2 answers:

                                  Answer: A,D


                                  NEW QUESTION # 195
                                  Based on government regulations, a Salesforce customer plans to implement the following in Salesforce for compliance:
                                  Access to customer information based on record ownership
                                  Ability for customers to request removal of their information from Salesforce Prevent users from accessing Salesforce from outside company network (virtual private network, or VPN) What should a data architect recommend to address these requirements?

                                  Answer: D

                                  Explanation:
                                  IP restrictions can be used to prevent users from accessing Salesforce from outside the company network or VPN. According to this article, sharing settings can be used to control access to customer information based on record ownership. According to this article, custom Apex can be used to support customer requests for removal of their information from Salesforce.


                                  NEW QUESTION # 196
                                  Get Cloudy Consulting uses an invoicing system that has specific requirements. One requirement is that attachments associated with the Invoice_c custom object be classified by Types (i.e., ""Purchase Order"",
                                  ""Receipt"", etc.) so that reporting can be performed on invoices showing the number of attachments grouped by Type.
                                  What should an Architect do to categorize the attachments to fulfill these requirements?

                                  Answer: B

                                  Explanation:
                                  Creating a custom object related to the Invoice object with a picklist field for the Type allows the architect to categorize the attachments and report on them by Type. The standard Attachment object does not have a ContentType picklist field, and adding a custom picklist field to it would not be best practice.


                                  NEW QUESTION # 197
                                  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: B

                                  Explanation:
                                  According to the official Salesforce guide1, big objects are designed to store and manage massive data volumes within Salesforce without affecting performance. They can be queried by using Async SOQL or standard SOQL, and they can be accessed by using Apex, Visualforce, Lightning components, or APIs. Big objects are ideal for storing data that is used for analytics or reporting purposes, such as the reward program data. Option A is the correct answer because it allows NTO to create a custom big object in Salesforce that can store the reward program data and make it available for consumption by Einstein Analytics and Discovery.
                                  Option B is incorrect because Einstein cannot connect directly to the point of sales system to capture the reward program data. Option C is incorrect because Einstein Analytics does not support creating big objects.
                                  Option D is incorrect because custom objects are not suitable for storing large volumes of data.


                                  NEW QUESTION # 198
                                  Universal Containers (UC) is a business that works directly with individual consumers (B2C). They are moving from a current home-grown CRM system to Salesforce. UC has about one million consumer records. What should the architect recommend for optimal use of Salesforce functionality and also to avoid data loading issues?

                                  Answer: D

                                  Explanation:
                                  According to the exam guide, one of the objectives is to "describe best practices for implementing a single-org strategy in a B2C scenario"1. This implies that option D is the best practice for loading individual consumers as contacts in Salesforce. This approach avoids creating unnecessary accounts and reduces data duplication. Option C is not correct because it creates one account per contact, which increases data volume and complexity. Options A and B are not correct because they do not leverage the standard contact object, which provides native functionality and integration with other Salesforce features.


                                  NEW QUESTION # 199
                                  ......

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