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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Data Migration | 15% | - Data quality and validation
|
| Topic 2: Data Integration | 20% | - External data sources
|
| Topic 3: Master Data Management | 5% | - MDM implementation approaches
|
| Topic 4: Data Governance, Quality and Security | 15% | - Data governance framework
|
| Topic 5: Data Modeling and Database Design | 25% | - Data model design for Customer 360
|
| Topic 6: Large Data Volumes and Performance | 20% | - LDV architecture design
|
1. DreamHouse Realty has an integration that creates records in a Salesforce Custom Object. The Custom Object has a field marked as required on the page layout. DreamHouse Realty has noticed that many of the records coming from the external system are missing data in this field.
The Architect needs to ensure this field always contains data coming from the source system.
Which two approaches should the Architect take? Choose 2 answer
A) Set up a Validation Rule to prevent blank values.
B) Mark the field required in setup at the field level.
C) Create a Workflow to default a value into this field.
D) Blame the customer's external system for bad data.
2. What is the main purpose of Big Objects?
A) Replace standard objects
B) Store massive historical data
C) Real-time processing
D) Improve UI performance
3. Northern Trail Outfitter has implemented Salesforce for its associates nationwide, Senior management is concerned that the executive dashboard is not reliable for their real-time decision- making. On analysis, the team the following issues with data entered in Salesforce.
- Information in certain records is incomplete.
- Incorrect entry in certain fields causes records to be excluded in
report fitters.
- Duplicate entries cause incorrect counts.
Which three steps should a data architect recommend to address the issues?
A) Build a sales data warehouse with purpose-build data marts for dashboards and senior management reporting.
B) Explore third-party data providers to enrich and augment information entered in salesforce.
C) Leverage Salesforce features, such as validate rules, to avoid incomplete and incorrect records.
D) design and implement data-quality dashboard to monitor and act on records that are incomplete or incorrect
E) Periodically export data to cleanse data and import them back into Salesforce for executive reports.
4. Cloud Kicks has the following requirements:
- Data needs to be sent from Salesforce to an external system to
generate invoices from their Order Management System (OMS).
- A Salesforce administrator must be able to customize which fields
will be sent to the external system without changing code.
What are two approaches for fulfilling these requirements? (Choose two.)
A) A set<sobjectFieldset> to determine which fields to send in an HTTP callout.
B) Enable the field -level security permissions for the fields to send.
C) An Outbound Message to determine which fields to send to the OMS.
D) A Field Set that determines which fields to send in an HTTP callout.
5. Universal Containers is establishing a call center that will use Salesforce. UC receives 10 million calls and creates 100 million cases every month. Cases are linked to a custom call object using lookup relationship. UC would like to run reports and dashboard to better understand different case types being created on calls to better serve customers. What solution should a data architect recommend to meet the business requirement?
A) Archive records to a data warehouse and run analytics on the data warehouse.
B) Leverage custom objects to store aggregate data and run analytics.
C) Leverage big objects to archive records and Einstein Analytics to run reports.
D) Leverage out-of-the-box reports and dashboard on case and interactive voice response (IVR) custom object.
Solutions:
| Question # 1 Answer: A,B | Question # 2 Answer: B | Question # 3 Answer: A,B,C | Question # 4 Answer: C,D | Question # 5 Answer: C |
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