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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Data Integration20%- External data sources
  • 1. External Objects, OData and virtual data access
- Integration patterns and technologies
  • 1. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
- Data synchronization and consistency
  • 1. Conflict resolution, data consistency and idempotency
Topic 2: 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
Topic 3: Large Data Volumes and Performance20%- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
Topic 4: 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
- Object type selection
  • 1. Standard/custom objects vs Big Objects: use cases, pros and cons
- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification
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: Data Governance, Quality and Security15%- Data governance framework
  • 1. Policies, standards, ownership and stewardship
- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

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. Leverage custom objects to store aggregate data and run analytics.
B. Archive records to a data warehouse and run analytics on the data warehouse.
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.


Question 2

Universal Containers (UC) is migrating data from legacy system to Salesforce. During data analysis it was discovered that data types of fields being migrated do not match with Salesforce data types. Which solution should a data architect use to ensure successful data migrations?

A. Export legacy data into CSV files and leverage data loader to load data into Salesforce.
B. Export legacy data into the staging database and leverage stored procedures to transform data types before loading into Salesforce.
C. Migrate legacy data to a staging database for mapping then leverage an ETL tool to transform the data and load into Salesforce.
D. Migrate the legacy data leveraging an ETL tool to transform data types and load data into Salesforce.


Question 3

Ursa Major Solar has defined a new Data Quality Plan for their Salesforce data. Which two approaches should an Architect recommend to enforce the plan throughout the organization?
(Choose two.)

A. Enforce critical business processes by using Workflow, Validation Rules, and Apex code.
B. Schedule reports that will automatically catch duplicates and merge or delete the records every week.
C. Ensure all data is stored in an external system and set up an integration to Salesforce for view- only access.
D. Schedule a weekly dashboard displaying records that are missing information to be sent to managers for review.


Question 4

What is an advantage of using Custom metadata type over Custom setting?

A. Custom metadata types are available for reporting.
B. Custom metadata records are deployable using packages.
C. Custom metadata records are not copied from production to sandbox.
D. Custom metadata records are editable in Apex.


Question 5

Which two best practices should be followed when using SOSL for searching?

A. Keep searches specific and avoid wildcards where possible.
B. Use Find in "ALL FIELDS" for faster searches.
C. Use searches against single Objects for greater speed and accuracy.
D. Use SOSL option to ignore custom indexes as search fields are pre-indexed.


Solutions:

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

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