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| Section | Objectives |
|---|---|
| Topic 1: Data Integration | - API-based integration approaches - Integration patterns in Salesforce - ETL vs ELT strategies |
| Topic 2: Salesforce Data Model and Platform Capabilities | - Reporting and analytics considerations - Relationships and schema design - Standard and custom objects |
| Topic 3: Data Management | - Data quality management - Master data management (MDM) concepts - Data governance principles |
| Topic 4: Data Architecture and Design | - Data modeling best practices in Salesforce - Handling large data volume and scalability considerations - Conceptual and logical data modeling |
| Topic 5: Data Migration | - Data cleansing and transformation - Data migration strategies and planning |
1. Universal Containers has successfully migrated 50 million records into five different objects multiple times in a full copy sandbox. The Integration Engineer wants to re-run the test again a month before it goes live into Production. What is the recommended approach to re-run the test?
A) Refresh the full copy sandbox and re-run the data migration test.
B) Truncate all 5 objects and hard delete before running the migration test.
C) Truncate all 5 objects quickly and re-run the data migration test.
D) Hard delete all 5 objects' data and re-run the data migration test.
2. Northern Trail Outfitters (NTO) wants to start a loyalty program to reward repeat customers. The program will track every item a customer has bought and grants them points for discounts. The following conditions will exist upon implementation:
- Data will be used to drive marketing and product development
initiatives.
- NTO estimates that the program will generate 100 million rows of date monthly.
- NTO will use Salesforce's Einstein Analytics and Discovery to
leverage their data and make business and marketing decisions.
What should the Data Architect do to store, collect, and use the reward program data?
A) Create a big object in Einstein Analytics to capture the Loyalty Program data.
B) Create a custom object in Salesforce that will be used to capture the Reward Program data.
C) Have Einstein connect to the point of sales system to capture the Reward Program data.
D) Create a custom big object in Salesforce which will be used to capture the Reward Program data for consumption by Einstein.
3. 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) Build a custom integration for two-way sync of product and pricing information between product master to Salesforce.
B) Build a custom integration for one-way sync of product and pricing information from product master to Salesforce.
C) Implement a manual process to update the products from an extract from the products master on a weekly basis.
D) Use the Customer 360 data manager to sync product and pricing information from product master database to Salesforce.
4. NTO has decided that it is going to build a channel sales portal with the following requirements:
1. External resellers are able to authenticate to the portal with a login.
2. Lead data, opportunity data and order data are available to authenticated users.
3. Authenticated users many need to run reports and dashboards.
4. There is no need for more than 10 custom objects or additional file storage.
Which community cloud license type should a data architect recommend to meet the portal requirements?
A) Customer community.
B) Lightning external apps starter.
C) Partner community.
D) Customer community plus.
5. 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) Set a standard profile for Data Migration user, and assign view encrypted data
C) Leverage Apex class to decrypt data before exporting it.
D) Create another field to copy data from encrypted field and use this field in export
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: D | Question # 3 Answer: D | Question # 4 Answer: C | Question # 5 Answer: D |
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