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| Section | Objectives |
|---|
| Data Architecture and Design | - Data modeling best practices in Salesforce - Handling large data volume and scalability considerations - Conceptual and logical data modeling
|
| Data Management | - Data quality management - Master data management (MDM) concepts - Data governance principles
|
| Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Reporting and analytics considerations - Relationships and schema design
|
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation
|
| Data Integration | - API-based integration approaches - Integration patterns in Salesforce - ETL vs ELT strategies
|
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Salesforce Certified Platform Data Architect Sample Questions (Q195-Q200):
NEW QUESTION # 195
What is the purpose of Shield Platform Encryption?
- A. Deduplicate records
- B. Improve performance
- C. Backup data
- D. Encrypt data at rest
Answer: D
Explanation:
It protects sensitive data for compliance.
NEW QUESTION # 196
Universal Containers would like to have a Service-Level Agreement (SLA) of 1 day for any data loss due to unintentional or malicious updates of records in Salesforce. What approach should be suggested to address this requirement?
- A. Schedule a Weekly Extract Service for key objects and extract data in XL sheets to on-premise systems.
- B. Evaluate a third-party AppExchange app, such as OwnBackup or Spanning, etc., for backup and archival purposes.
- C. Build a daily extract job and extract data to on-premise systems for long-term backup and archival purposes.
- D. Store all data in shadow custom objects on any updates and deletes, and extract them as needed .
Answer: B
Explanation:
Evaluating a third-party AppExchange app, such as OwnBackup or Spanning, etc., for backup and archival purposes is the best approach to address the requirement of having a one-day SLA for any data loss. These apps can provide automated backups, granular restores, and compliance features that can help UC recover from any data loss or corruption scenarios.
NEW QUESTION # 197
Universal Containers wants to automatically archive all inactive Account data that is older than 3 years. The information does not need to remain accessible within the application. Which two methods should be recommended to meet this requirement? Choose 2 answer
- A. Schedule jobs to export and delete using an ETL tool.
- B. Schedule a weekly export file from the Salesforce UI.
- C. Use the Force.com Workbench to export the data.
- D. Schedule jobs to export and delete using the Data Loader.
Answer: A,D
Explanation:
Both C and D are valid methods to automatically archive and delete inactive Account data that is older than 3 years. You can use an ETL tool or the Data Loader to schedule jobs to export and delete data based on certain criteria.
NEW QUESTION # 198
UC needs to load a large volume of leads into salesforce on a weekly basis. During this process the validation rules are disabled. What should a data architect recommend to ensure data quality is maintained in salesforce.
- A. Activate validation rules once the leads are loaded into salesforce to maintain quality.
- B. Ensure the lead data is preprocessed for quality before loading into salesforce.
- C. Allow validation rules to be activated during the load of leads into salesforce.
- D. Develop custom APEX batch process to improve quality once the load is completed.
Answer: B
Explanation:
Ensuring the lead data is preprocessed for quality before loading into Salesforce is the best way to maintain data quality. Activating validation rules after the load or developing a custom Apex batch process may not catch all the errors or may require additional time and resources. Allowing validation rules to be activated during the load may cause failures or delays.
NEW QUESTION # 199
NTO has been using salesforce for sales and service for 10 years. For the past 2 years, the marketing group has noticed a raise from 0 to 35 % in returned mail when sending mail using the contact information stored in salesforce. Which solution should the data architect use to reduce the amount of returned mails?
- A. Use a 3rd-party data source to update contact information in salesforce.
- B. Email all customer and asked them to verify their information and to call NTO if their address is incorrect.
- C. Have the sales team to call all existing customers and ask to verify the contact details.
- D. Delete contacts when the mail is returned to save postal cost to NTO.
Answer: A
Explanation:
Using a third-party data source to update contact information in Salesforce is the best solution to reduce the amount of returned mails. This way, the data architect can ensure that the contact information is accurate and up-to-date without relying on manual verification or deletion of contacts
NEW QUESTION # 200
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