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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Data Modeling and Database Design25%- 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
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Large Data Volumes and Performance20%- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
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
Data Integration20%- Integration patterns and technologies
  • 1. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
- External data sources
  • 1. External Objects, OData and virtual data access
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
Data Governance, Quality and Security15%- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data security and compliance
  • 1. Access control, encryption, compliance and audit

Salesforce Certified Platform Data Architect Sample Questions:

1. The head of sales at Get Cloudy Consulting wants to understand key relevant performance figures and help managers take corrective actions where appropriate. What is one reporting option Get Cloudy Consulting should consider?

A) Case SLA performance report
B) Sales KPI Dashboard
C) Opportunity analytic snapshot
D) Lead conversion rate report


2. Universal Containers (UC) has 1,000 accounts and 50,000 opportunities. UC has an enterprise security requirement to export all sales data outside of Salesforce on a weekly basis. The security requirement also calls for exporting key operational data that includes events such as file downloads, logins, logouts, etc. Which two recommended approaches would address the above requirement?

A) Use Weekly Export to extract transactional data to on-premise systems.
B) Use Event Monitoring to extract event data to on-premise systems.
C) Use a custom built extract job to extract operational data to on-premise systems.
D) Use Field Audit History to capture operational data and extract it to on-premise systems.


3. Universal Containers is setting up an external Business Intelligence (BI) system and wants to extract 1,000,000 Contact records. What should be recommended to avoid timeouts during the export process?

A) Use the SOAP API to export data.
B) Utilize the Bulk API to export the data.
C) Use GZIP compression to export the data.
D) Schedule a Batch Apex job to export the data.


4. Northern Trail Outfitters has these simple requirements for a data export process:
- File format should be in CSV.
- Process should be scheduled and run once per week.
- The expert should be configurable through the Salesforce UI.
Which tool should a data architect leverage to accomplish these requirements?

A) Data export wizard
B) Third-party ETL tool
C) Bulk API
D) Data loader


5. DreamHouse Realty has a Salesforce deployment that manages Sales, Support, and Marketing efforts in a multi-system ERP environment. The company recently reached the limits of native reports and dashboards and needs options for providing more analytical insights. What are two approaches an Architect should recommend? (Choose two.)

A) Weekly Snapshots
B) Setup Audit Trails
C) AppExchange Apps
D) Einstein Analytics


Solutions:

Question # 1
Answer: B
Question # 2
Answer: A,B
Question # 3
Answer: B
Question # 4
Answer: A
Question # 5
Answer: C,D

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