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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
- Data model design for Customer 360
  • 1. Scalable design aligned with security and sharing model
  • 2. Objects, fields, relationships and object features
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
Topic 2: 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 3: Large Data Volumes and Performance20%- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
Topic 4: Data Integration20%- 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 synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
Topic 5: Data Migration15%- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
Topic 6: Master Data Management5%- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds
- Golden record and system of truth
  • 1. Establishing single source of truth in single org

Salesforce Certified Platform Data Architect Sample Questions:

Question #1

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. Partner community.
  • B. Customer community.
  • C. Lightning external apps starter.
  • D. Customer community plus.
Answer: A

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Question #2

Which integration pattern is synchronous?

  • A. Event-driven
  • B. Batch processing
  • C. Request-reply
  • D. Fire-and-forget
Answer: C

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Question #3

Universal Containers has a custom object with millions of rows of data. When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)

  • A. Using trailing % wildcards.
  • B. Using NOT and != operators.
  • C. Performing large loads and deletions.
  • D. Using a custom index on a deterministic formula field.
  • E. Using leading % wildcards.
Answer: B,C,E

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Question #4

Which two aspects of data does an Enterprise data governance program aim to improve?

  • A. Data distribution
  • B. Data integrity
  • C. Data modeling
  • D. Data usability
Answer: B,D

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Question #5

Universal Containers (UC) has three systems: Salesforce, a cloud -based ERP system, and an on - premise Order Management System (OMS). An architect has been tasked with creating a solution that uses Salesforce as the system of record for Leads and the OMS as the system of record for Account and Contacts. UC wants Accounts and Contacts to be able to maintain their names in each system (i.e., "John Doe" in the OMS and "Johnny Doe" in Salesforce), but wants to have a consolidated data store which links referenced records across the systems. What approach should an architect suggest so the requirements are met?

  • A. Have Salesforce poll the OMS nightly and bring in the desired Accounts and Contacts.
  • B. Use the Streaming API to send Account and Contact data from Salesforce to the OMS.
  • C. Implement a Master Data Management strategy to reconcile Leads, Accounts, and Contacts.
  • D. Implement an integration tool to send OMS Accounts and Contacts to Salesforce.
Answer: C

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