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| Section | Objectives |
|---|
| Topic 1: Data Migration | - Data cleansing and transformation - Data migration strategies and planning
|
| Topic 2: Data Management | - Data quality management - Master data management (MDM) concepts - Data governance principles
|
| Topic 3: Data Integration | - Integration patterns in Salesforce - ETL vs ELT strategies - API-based integration approaches
|
| Topic 4: Salesforce Data Model and Platform Capabilities | - Standard and custom objects - Relationships and schema design - Reporting and analytics considerations
|
| Topic 5: Data Architecture and Design | - Data modeling best practices in Salesforce - Conceptual and logical data modeling - Handling large data volume and scalability considerations
|
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Salesforce Certified Platform Data Architect Sample Questions (Q13-Q18):
NEW QUESTION # 13
Get Cloud Consulting needs to integrate two different systems with customer records into the Salesforce Account object. So that no duplicate records are created in Salesforce, Master Data Management will be used. An Architect needs to determine which system is the system of record on a field level. What should the Architect do to achieve this goal?
- A. Key stakeholders should review any fields that share the same purpose between systems to see how they will be used in Salesforce.
- B. Any field that is an input field in either external system will be overwritten by the last record integrated and can never have a system of record.
- C. Master Data Management systems determine system of record, and the Architect doesn't have to think about what data is controlled by what system.
- D. The database schema for each external system should be reviewed, and fields with different names should always be separate fields in Salesforce.
Answer: A
Explanation:
Key stakeholders from both systems should collaborate with the Architect to determine which system is the system of record on a field level is what the Architect should do to achieve this goal of integrating two different systems with customer records into the Salesforce Account object using Master Data Management. The system of record is the authoritative source of truth for a given entity or field in a given context. Different systems may have different levels of accuracy, completeness, timeliness, or relevance for different fields. Therefore, it is important to involve key stakeholders from both systems who have knowledge and expertise about their data quality and business needs to decide which system should be the system of record for each field. The Architect should facilitate this collaboration and document the decisions and rationale for each field. The other options are not correct or feasible, as they would either delegate or abdicate the responsibility of determining the system of record, ignore or disregard the input from key stakeholders, or assume or impose a default system of record without considering the data quality and business needs.
NEW QUESTION # 14
Salesforce is being deployed in Ursa Major Solar's disparate, multi-system ERP environment.
Ursa major Solar wants to maintain data synchronization between systems. Which two techniques should be used to achieve this goal? (Choose two.)
- A. Utilize workbench to update files within systems.
- B. Build synchronization reports and dashboards.
- C. Utilize an MDM strategy to outline a single source of truth.
- D. Integrate Salesforce with the ERP environment.
Answer: C,D
Explanation:
Option A is correct because integrating Salesforce with the ERP environment is a technique to maintain data synchronization between systems. Option C is correct because utilizing an MDM strategy to outline a single source of truth is another technique to ensure data quality and consistency across systems.
NEW QUESTION # 15
Universal Containers has deployed Salesforce for case management The company is having difficulty understanding what percentage of cases are resolved from the initial call to their support organization. What first step is recommended to implement a reporting solution to measure the support reps case closure rates?
- A. Install AppExchange packages for available reports.
- B. Create a report on Case analytic snapshots.
- C. Create Contact and Opportunity Reports and Dashboards.
- D. Enable field history tracking on the Case object.
Answer: D
Explanation:
Enabling field history tracking on the Case object is the first step to implement a reporting solution to measure the support reps case closure rates. Field history tracking allows you to track changes to certain fields on the Case object, such as Status, Owner, or Priority. You can then create reports based on the field history data to analyze how long it took to close a case, how many times the case owner changed, or how many cases were escalated.
NEW QUESTION # 16
All accounts and opportunities are created in Salesforce. Salesforce is integrated with three systems:
- An ERP system feeds order data into Salesforce and updates both
Account and Opportunity records.
- An accounting system feeds invoice data into Salesforce and updates
both Account and Opportunity records.
- A commission system feeds commission data into Salesforce and updates both Account and Opportunity records.
How should the architect determine which of these systems is the system of record?
- A. Whatever integration data flow runs last will, by default, determine which system is the system of record.
- B. Account and opportunity data originates in Salesforce, and therefore Salesforce is the system of record.
- C. Whatever system updates the attribute or object should be the system of record for that field or object.
- D. Data flows should be reviewed with the business users to determine the system of record per object or field.
Answer: D
Explanation:
Option D is correct because data flows should be reviewed with the business users to determine the system of record per object or field. The system of record is the authoritative source of data for a given entity or attribute. It may vary depending on the business context and requirements.
NEW QUESTION # 17
Which relationship enforces cascade delete?
- A. Lookup
- B. Indirect lookup
- C. Master-detail
- D. External lookup
Answer: C
Explanation:
In master-detail, deleting the parent deletes all child records.
NEW QUESTION # 18
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