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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
Topic 2: Data Modeling and Database Design25%- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
- Data skew prevention
  • 1. Avoid record locking, sharing issues and excessive parent-child relationships
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
Topic 3: Data Integration20%- External data sources
  • 1. External Objects, OData and virtual data access
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
- Integration patterns and technologies
  • 1. APIs, middleware and external systems integration
  • 2. Synchronous vs asynchronous, batch vs real-time
Topic 4: Data Governance, Quality and Security15%- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data governance framework
  • 1. Policies, standards, ownership and stewardship
Topic 5: Data Migration15%- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
Topic 6: Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Harmonization, consolidation, survivorship rules and thresholds
  • 2. Canonical modeling and hierarchy management

Salesforce Certified Platform Data Architect Sample Questions:

NTO has implemented salesforce for its sales users. The opportunity management in salesforce is implemented as follows:
1. Sales users enter their opportunities in salesforce for forecasting and reporting purposes.
2. NTO has a product pricing system (PPS) that is used to update opportunity amount field on opportunities on a daily basis.
3. PPS is the trusted source within the NTO for opportunity amount.
4. NTO uses opportunity forecast for its sales planning and management.
Sales users have noticed that their updates to the opportunity amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overriding issue?

  • A. Change PPS integration to update only opportunity amount fields when values is NULL.
  • B. Create a custom field for opportunity amount that sales users update separating the fields that PPS updates.
  • C. Change opportunity amount field access to read only for sales users using field level security.
  • D. Create a custom field for opportunity amount that PPS updates separating the field that sales user updates.
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Correct Answer: C  🗳️

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Which relationship enforces cascade delete?

  • A. External lookup
  • B. Indirect lookup
  • C. Master-detail
  • D. Lookup
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Correct Answer: C  🗳️

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NTO has outgrown its current salesforce org and will be migrating to new org shortly. As part of this process NTO will be migrating all of its metadata and data. NTO's data model in the source org has a complex relationship hierarchy with several master detail and lookup relationships across objects, which should be maintained in target org. What 3 things should a data architect do to maintain the relationship hierarchy during migration? Choose 3 answer

  • A. Replace source record ID's with new record ID's from the target org in the import file.
  • B. Create a external id field for each object in the target org and map source record ID's to this field.
  • C. Keep the relationship fields populated with the source record ID's in the import file.
  • D. Use data loader to export the data from source org and then import or Upsert into the target org in sequential order.
  • E. Redefine the master detail relationship fields to lookup relationship fields in the target org.
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Correct Answer: A,B,D  🗳️

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UC is implementing sales cloud for patient management and would like to encrypt sensitive patient records being stored in files. Which solution should a data architect recommend to solve this requirement?

  • A. Use classic encryption to encrypt files.
  • B. Store files outside of salesforce and access them to real time.
  • C. Implement 3rd party App Exchange app to encrypt files.
  • D. Implement shield platform encryption to encrypt files.
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Correct Answer: D  🗳️

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Universal Containers (UC) owns several Salesforce orgs across a variety of business units. UC management has declared that it needs the ability to report on Accounts and Opportunities from each org in one place. Once the data is brought together into a global view, management would like to use advanced Al-driven analytics on the dataset. Which tool should a data architect recommend to accomplish this reporting requirement?

  • A. Use Einstein Analytics for multi-org.
  • B. Write a Python script to aggregate and visualize the data.
  • C. Run standard reports and dashboards.
  • D. Install a third-party AppExchange tool for multi-org reporting.
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Correct Answer: A  🗳️

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