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| Section | Weight | Objectives |
|---|
| Topic 1: Data Modeling/Database Design | 25% | - Describe the implications of LDV on data modeling - Explain the usage of external objects - Describe the considerations when designing a data model for Salesforce - Describe the options and considerations for Large Data Volumes (LDV)
|
| Topic 2: Master Data Management | 5% | - Describe the considerations for a Master Data Management strategy - Describe the methods for aligning data across systems
|
| Topic 3: Data Governance | 10% | - Describe the considerations for data classification - Describe the elements of a data governance framework - Describe the considerations for data quality
|
| Topic 4: Salesforce Data Management | 25% | - Describe the considerations for data archival - Describe the implications of LDV on data management - Describe the considerations for data migration - Describe the considerations for data governance
|
| Topic 5: Large Data Volumes | 20% | - Describe the implications of LDV on data modeling - Describe the considerations for Large Data Volumes (LDV) - Describe the features and best practices for LDV
|
| Topic 6: Data Migration | 15% | - Describe the implications of data migration on data quality - Describe the considerations for data migration - Describe the tools and best practices for data migration
|
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Salesforce Certified Platform Data Architect Sample Questions (Q49-Q54):
NEW QUESTION # 49
Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system. Which solution should a data architect recommend to remediate the duplication issue?
- A. Utilize a data warehouse as the system of truth
- B. Extract the data using data loader and use excel to merge the duplicate records
- C. Implement duplicate rules
- D. Develop an ETL process that utilizers the merge API to merge the duplicate records
Answer: C
Explanation:
Implementing duplicate rules (option D) is the best solution to remediate the duplication issue, as it allows the data architect to identify and merge duplicate accounts in Salesforce using native features and tools.
NEW QUESTION # 50
A casino is implementing Salesforce and is planning to build a customer 360 degree view for a customer who visits its resorts. The casino currently maintains the following systems that record customer activity:
1. Point-of-sale system: All purchases for a customer
2. Salesforce: Ail customer service activity and sales activities for a customer
3. Mobile app: All bookings, preferences, and browser activity for a customer
4. Marketing: All email, SMS, and social campaigns for a customer
Customer service agents using Salesforce would like to view the activities from all four systems to provide support to customers. The information has to be current and real time.
What strategy should the data architect implement to satisfy this requirement?
- A. Periodically upload summary information in Salesforce to build a 360-degree view.
- B. Migrate customer activities fro, all four system into Salesforce.
- C. Explore external data sources in Salesforce to build a 360-degree view of the customer.
- D. Use a customer data mart to create the 360-degree view of the customer.
Answer: C
Explanation:
Exploring external data sources in Salesforce to build a 360 degree view of the customer (option A) is the best strategy to satisfy this requirement, as it allows customer service agents to view the activities from all four systems in real time without storing or replicating the data in Salesforce.
NEW QUESTION # 51
What is the selectivity threshold for standard indexed fields?
Answer: D
Explanation:
Queries should return less than ~30% of records to be selective.
NEW QUESTION # 52
Universal Container (UC) has accumulated data over years and has never deleted data from its Salesforce org. UC is now exceeding the storage allocations in the org. UC is now looking for option to delete unused from the org. Which three recommendations should a data architect make is order to reduce the number of records from the org? Choose 3 answer
- A. Archive the records in enterprise data warehouse (EDW) before deleting from Salesforce.
- B. Use Rest API to permanently delete records from the Salesforce org.
- C. Use hard delete in Bulk API to permanently delete records from Salesforce.
- D. Identify records in objects that have not been modified or used In last 3 years.
- E. Use hard delete in batch Apex to permanently delete records from Salesforce.
Answer: A,C,D
Explanation:
Using hard delete in Bulk API, identifying records that have not been modified or used in last 3 years, and archiving the records in EDW before deleting from Salesforce are all good recommendations to reduce the number of records from the org. Using hard delete in batch Apex or Rest API may not be as efficient or scalable as Bulk API
NEW QUESTION # 53
Universal Containers (UC) is migrating from an on-premise homegrown customer relationship management (CRM) system. During analysis, UC users highlight a pain point that there are multiple versions of many customers. What should the data architect do for a successful migration to mitigate the pain point?
- A. Store the data in a staging database, and de-duplicate identical records.
- B. Have the users manually clean the data in the old system prior to migration.
- C. Migrate the data as is, and use Salesforce's de-duplicating feature.
- D. Hire an intern manually de-duplicate the records after migrating to Salesforce.
Answer: A
Explanation:
Storing the data in a staging database and de-duplicating identical records (option D) is the best solution for a successful migration to mitigate the pain point, as it allows the data architect to identify and merge duplicate customers before they are imported into Salesforce.
NEW QUESTION # 54
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