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| Section | Objectives |
|---|---|
| Topic 1: Data Integration | - Integration patterns in Salesforce - ETL vs ELT strategies - API-based integration approaches |
| Topic 2: Data Migration | - Data cleansing and transformation - Data migration strategies and planning |
| Topic 3: Data Management | - Data governance principles - Master data management (MDM) concepts - Data quality management |
| Topic 4: Data Architecture and Design | - Conceptual and logical data modeling - Data modeling best practices in Salesforce - Handling large data volume and scalability considerations |
| Topic 5: Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Reporting and analytics considerations - Relationships and schema design |
1. Northern Trail Outfitters (NTO) has recently implemented Salesforce to track opportunities across all their regions. NTO sales teams across all regions have historically managed their sales process in Microsoft Excel. NTO sales teams are complaining that their data from the Excel files were not migrated as part of the implementation and NTO is now facing low Salesforce adoption.
What should a data architect recommend to increase Salesforce adoption?
A) Load data in external database and provide access to database to sales users.
B) Create a chatter group and upload all Excel files to the group.
C) Define a standard mapping and train sales users to import opportunity data.
D) Use the Excel connector to Salesforce to sync data from individual Excel files.
2. Universal Containers (UC) has a Salesforce org with multiple automated processes defined for group membership processing, UC also has multiple admins on staff that perform manual adjustments to the role hierarchy. The automated tasks and manual tasks overlap daily, and UC is experiencing "lock errors" consistently. What should a data architect recommend to mitigate these errors?
A) Remove SOQL statements from Apex Loops.
B) Enable granular locking.
C) Enable sharing recalculations.
D) Ask Salesforce support for additional CPU power.
3. 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) Build a daily extract job and extract data to on-premise systems for long-term backup and archival purposes.
B) Schedule a Weekly Extract Service for key objects and extract data in XL sheets to on-premise systems.
C) Evaluate a third-party AppExchange app, such as OwnBackup or Spanning, etc., for backup and archival purposes.
D) Store all data in shadow custom objects on any updates and deletes, and extract them as needed .
4. Universal Containers (UC) is in the process of migrating legacy inventory data from an enterprise resources planning (ERP) system into Sales Cloud with the following requirements:
- Legacy inventory data will be stored in a custom child object called
Inventory_c.
- Inventory data should be related to the standard Account object.
- The Inventory object should Invent the same sharing rules as the
Account object.
- Anytime an Account record is deleted in Salesforce, the related
Inventory_c record(s) should be deleted as well.
What type of relationship field should a data architect recommend in this scenario?
A) Master-detail relationship filed on Account, related to Inventory_c
B) Indirect lookup relationship field on Account, related to Inventory_c
C) Lookup relationship fields on Inventory related to Account
D) Master-detail relationship filed on Inventory_c, related to Account
5. (NTO) has multiple salesforce orgs based on geographical reports (AMER, EMEA, APAC). NTO products are in the AMER org and need to be created in the EMEA and APAC after the products are approved. Which two features should a data architect recommend to share records between salesforce orgs? Choose 2
A) Federation search
B) Salesforce connect.
C) Salesforce 2 Salesforce
D) Change data capture (CDC)
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: B | Question # 3 Answer: C | Question # 4 Answer: D | Question # 5 Answer: C,D |
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