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| Section | Objectives |
|---|
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation
|
| Data Architecture and Design | - Conceptual and logical data modeling - Handling large data volume and scalability considerations - Data modeling best practices in Salesforce
|
| Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Relationships and schema design - Reporting and analytics considerations
|
| Data Integration | - Integration patterns in Salesforce - ETL vs ELT strategies - API-based integration approaches
|
| Data Management | - Master data management (MDM) concepts - Data quality management - Data governance principles
|
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Salesforce Certified Platform Data Architect Sample Questions (Q255-Q260):
NEW QUESTION # 255
Northern Trail Outfitters (NTO) has an external product master system that syncs product and pricing information with Salesforce. Users have been complaining that they are seeing discrepancies in product and pricing information displayed on the NTO website and Salesforce.
As a data architect, which action is recommended to avoid data sync issues?
- A. Implement a manual process to update the products from an extract from the products master on a weekly basis.
- B. Build a custom integration for two-way sync of product and pricing information between product master to Salesforce.
- C. Use the Customer 360 data manager to sync product and pricing information from product master database to Salesforce.
- D. Build a custom integration for one-way sync of product and pricing information from product master to Salesforce.
Answer: C
Explanation:
According to Trailhead, Customer 360 Data Manager is a feature that allows administrators to connect, reconcile, and share customer data across Salesforce orgs and external systems.
Customer 360 Data Manager can sync product and pricing information from product master database to Salesforce using predefined mappings and rules, ensuring data quality and consistency. Option D is the correct answer because it suggests using Customer 360 Data Manager to sync product and pricing information from product master database to Salesforce.
NEW QUESTION # 256
Universal Containers (UC) is implementing a new customer categorization process where customers should be assigned to a Gold, Silver, or Bronze category if they've purchased UC's new support service. Customers are expected to be evenly distributed across all three categories.
Currently, UC has around 500,000 customers, and is expecting 1% of existing non-categorized customers to purchase UC's new support service every month over the next five years. What is the recommended solution to ensure long-term performance, bearing in mind the above requirements?
- A. Implement a new picklist custom field in the Account object with Gold, Silver, and Bronze values.
- B. Implement a new Categories custom object and create a lookup field from Account to Category.
- C. Implement a new Categories custom object and a master-detail relationship from Account to Category.
- D. Implement a new global picklist custom field with Gold, Silver, and Bronze values and enable it in Account.
Answer: A
Explanation:
The recommended solution to ensure long-term performance for the customer categorization process is to implement a new picklist custom field in the Account object with Gold, Silver, and Bronze values. A picklist field is a simple and efficient way to store a predefined set of values for a record. A picklist field has the following benefits:
It allows you to easily filter, sort, and group records by their category values, which can help you analyze and segment your customers.
It does not require creating any additional objects or relationships, which can reduce the data model complexity and maintenance overhead.
It supports large data volumes and can handle millions of records without affecting performance or scalability.
NEW QUESTION # 257
Northern Trail Outfitters is concerned because some of its data is sensitive and needs to be identified for access. What should be used to provide ways to filter and identify the sensitive data?
- A. Custom checkbox denoting sensitive data.
- B. Implement field-level security.
- C. Define data grouping metadata.
- D. Define data classification metadata.
Answer: D
Explanation:
According to the official Salesforce guide, data classification metadata is a feature that allows administrators to classify data fields based on their sensitivity level, such as confidential, restricted, or general. Data classification metadata can be used to filter and identify sensitive data fields and apply appropriate security measures, such as encryption, masking, or auditing. Option D is the correct answer because it suggests using data classification metadata to provide ways to filter and identify sensitive data.
NEW QUESTION # 258
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?
- A. Use Salesforce Soap API in serial mode.
- B. Use Salesforce Soap API in parallel mode.
- C. Use Salesforce Bulk API in serial mode.
- D. Use Salesforce Bulk API in parallel mode.
Answer: D
Explanation:
Using Salesforce Bulk API in parallel mode can reduce the migration time by processing multiple batches of records simultaneously and leveraging the server resources more efficiently. The Bulk API is designed for loading large amounts of data into Salesforce
NEW QUESTION # 259
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. Identify records in objects that have not been modified or used In last 3 years.
- C. Use Rest API to permanently delete records from the Salesforce org.
- D. Use hard delete in batch Apex to permanently delete records from Salesforce.
- E. Use hard delete in Bulk API to permanently delete records from Salesforce.
Answer: A,B,E
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 # 260
......
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