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| Section | Objectives |
|---|---|
| Data Architecture and Design | - Data modeling best practices in Salesforce - Conceptual and logical data modeling - Handling large data volume and scalability considerations |
| Data Migration | - Data migration strategies and planning - Data cleansing and transformation |
| Data Management | - Data governance principles - Data quality management - Master data management (MDM) concepts |
| Data Integration | - API-based integration approaches - ETL vs ELT strategies - Integration patterns in Salesforce |
| Salesforce Data Model and Platform Capabilities | - Reporting and analytics considerations - Relationships and schema design - Standard and custom objects |
1. DreamHouse Realty has a Salesforce org that is used to manage Contacts. What are two things an Architect should consider using to maintain data quality in this situation? (Choose two.)
A) Use Salesforce duplicate management.
B) Use the private sharing model.
C) Use workflow to delete duplicate records.
D) Use validation rules on new record create and edit.
2. UC has a classic encryption for Custom fields and is leveraging weekly data reports for data backups. During the data validation of exported data UC discovered that encrypted field values are still being exported as part of data exported. What should a data architect recommend to make sure decrypted values are exported during data export?
A) Set up a custom profile for data migration user and assign view encrypted data.
B) Leverage Apex class to decrypt data before exporting it.
C) Create another field to copy data from encrypted field and use this field in export
D) Set a standard profile for Data Migration user, and assign view encrypted data
3. Universal Containers (UC) provides shipping services to its customers. They use Opportunities to track customer shipments. At any given time, shipping status can be one of the 10 values. UC has 200,000 Opportunity records. When creating a new field to track shipping status on opportunity, what should the architect do to improve data quality and avoid data skew?
A) Create a Lookup to custom object ShippingStatus c.
B) Create a Master -Detail to custom object ShippingStatus c.
C) Create a text field and make it an external ID.
D) Create a picklist field, values sorted alphabetically.
4. As part of a phased Salesforce rollout. there will be 3 deployments spread out over the year. The requirements have been carefully documented. Which two methods should an architect use to trace back configuration changes to the detailed requirements? Choose 2 answer
A) Put the business purpose in the Description of each field.
B) Use the Force.com IDE to save the metadata files in source control.
C) Review the setup audit trail for configuration changes.
D) Maintain a data dictionary with the justification for each field.
5. Universal Containers (UC) is migrating from a legacy system to Salesforce CRM, UC is concerned about the quality of data being entered by users and through external integrations.
Which two solutions should a data architect recommend to mitigate data quality issues?
A) Leverage picklist and lookup fields where possible
B) Leverage Apex to validate the format of data being entered via a mobile device.
C) Leverage third-party-AppExchange tools
D) Leverage validation rules and workflows.
Solutions:
| Question # 1 Answer: A,D | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A,B | Question # 5 Answer: A,D |
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