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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: Master Data Management5%- MDM implementation approaches
  • 1. Harmonization, consolidation, survivorship rules and thresholds
  • 2. Canonical modeling and hierarchy management
- Golden record and system of truth
  • 1. Establishing single source of truth in single org
Topic 2: Data Integration20%- 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
- External data sources
  • 1. External Objects, OData and virtual data access
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 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 5: 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
Topic 6: Data Modeling and Database Design25%- Data model design for Customer 360
  • 1. Objects, fields, relationships and object features
  • 2. Scalable design aligned with security and sharing model
- 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
- Metadata management
  • 1. Business dictionary, data lineage, taxonomy and classification

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

DreamHouse Realty has a Salesforce org that is used to manage Contacts. What are two things an Architect should consider using to maintain data quality in this situation? (Choose two.)

A. Use Salesforce duplicate management.
B. Use the private sharing model.
C. Use workflow to delete duplicate records.
D. Use validation rules on new record create and edit.


Question 2

What 2 data management policies does the data classification feature allow customers to classify in salesforce? Choose 2 answer

A. Compliance categorization policy.
B. Reference data policy.
C. Data sensitivity level
D. Data governance policy.


Question 3

What is the selectivity threshold for standard indexed fields?

A. 20%
B. 50%
C. 30%
D. 10%


Question 4

North Trail Outfitters (NTO) operates a majority of its business from a central Salesforce org, NTO also owns several secondary orgs that the service, finance, and marketing teams work out of, At the moment, there is no integration between central and secondary orgs, leading to data- visibility issues.
Moving forward, NTO has identified that a hub-and-spoke model is the proper architect to manage its data, where the central org is the hub and the secondary orgs are the spokes.
Which tool should a data architect use to orchestrate data between the hub org and spoke orgs?

A. A backup and archive solution that extracts and restores data across orgs.
B. Develop custom APIs to poll the spoke for change data and push into the org.
C. Develop custom APIs to poll the hub org for change data and push into the spoke orgs.
D. A middleware solution that extracts and distributes data across both the hub and spokes.


Question 5

Northern Trail Outfitters (NTO) wants to implement backup and restore for Salesforce data, Currently, it has data backup processes that runs weekly, which back up all Salesforce data to an enterprise data warehouse (EDW). NTO wants to move to daily backups and provide restore capability to avoid any data loss in case of outage. What should a data architect recommend for a daily backup and restore solution?

A. Use ETL for backup and restore from EDW.
B. Change weekly backup process to daily backup, and implement a custom restore solution.
C. Use Bulk API to extract data on daily basis to EDW and REST API for restore.
D. Use AppExchange package for backup and restore.


Solutions:

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

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