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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Data Modeling and Database Design25%- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
Data Integration20%- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- External data sources
  • 1. External Objects, OData and virtual data access
- Integration patterns and technologies
  • 1. APIs, middleware and external systems integration
  • 2. Synchronous vs asynchronous, batch vs real-time
Data Migration15%- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Large Data Volumes and Performance20%- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
Data Governance, Quality and Security15%- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds

Salesforce Certified Platform Data Architect Sample Questions:

Question #1

Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend. What should a data architect do to mitigate any unwanted results during the import?

  • A. Ensure validation rules, triggers and other automation tools are disabled.
  • B. Bulkily the trigger to handle import leads.
  • C. Ensure duplication and matching rules and defined.
  • D. Import the data in smaller batches over a 24-hour period.
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Correct Answer: A  🗳️

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Question #2

During the implementation of Salesforce, a customer has the following requirements for Sales Orders:
1. Sales Order information needs to be shown to users in Salesforce.
2. Sales Orders are maintained in the on-premises enterprise resource planning (ERP).
3. Sales Order information has more than 150 million records.
4. Sales Orders will not be updated in Salesforce.
What should a data architect recommend for maintaining Sales Orders in salesforce?

  • A. Us custom objects to maintain Sales Orders in Salesforce.
  • B. Use external objects to maintain Sales Order in Salesforce.
  • C. Use custom big objects to maintain Sales Orders in Salesforce.
  • D. Use Standard order object to maintain Sale Orders in Salesforce
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Correct Answer: B  🗳️

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Question #3

Universal Containers (UC) has a multi-level master-detail relationship for opportunities, a custom opportunity line item object, and a custom discount request. UC has opportunity as master and custom line item object as detail in master-detail relationship. UC also has a custom line item object as master and a custom discount request object as detail in another master-detail relationship. UC has a requirement to show all sums of discounts across line items at an opportunity level. What is the recommended solution to address these requirements?

  • A. Remove the master-detail relationships and rely completely on workflow/triggers to summarize the discount amount.
  • B. Update the master-detail relationships to lookup relationships in order to allow the discount amount to roll up.
  • C. Use roll-up for the line-item-level summary and a trigger for the opportunity amount summary, as only one level roll-up is allowed.
  • D. Roll-up discount request amount at the line-item-level and line-item-level summary discount at the opportunity level.
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Correct Answer: D  🗳️

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Question #4

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 custom object in Salesforce that will be used to capture the Reward Program data.
  • B. Create a big object in Einstein Analytics to capture the Loyalty Program data.
  • C. Create a custom big object in Salesforce which will be used to capture the Reward Program data for consumption by Einstein.
  • D. Have Einstein connect to the point of sales system to capture the Reward Program data.
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Correct Answer: C  🗳️

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Question #5

Universal Containers is experiencing frequent and persistent group membership locking issues that severely restricts its ability to manage manual and a automated updates at the same time.
What should a data architect do in order to restore the issue?

  • A. Enable implicit sharing
  • B. Enable granular locking
  • C. Enable defer sharing calculation
  • D. Enable parallel sharing rule calculation.
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Correct Answer: B  🗳️

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