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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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 2: 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 3: Data Migration15%- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Topic 4: Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Canonical modeling and hierarchy management
  • 2. Harmonization, consolidation, survivorship rules and thresholds
Topic 5: Data Modeling and Database Design25%- 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 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
Topic 6: Data Governance, Quality and Security15%- Data security and compliance
  • 1. Access control, encryption, compliance and audit
- Data quality management
  • 1. Profiling, monitoring, cleansing and enrichment
- Data governance framework
  • 1. Policies, standards, ownership and stewardship

Salesforce Certified Platform Data Architect Sample Questions:

1. Universal Containers is exporting 40 million Account records from Salesforce using Informatica Cloud. The ETL tool fails and the query log indicates a full table scan time-out failure. What is the recommended solution?

A) Modify the export job header to specify Sforce-Enable-PKChunking.
B) Modify the export query that includes standard index fields(s).
C) Modify the export job header to specify Export-in-Parallel.
D) Modify the export query with LIMIT clause with Batch size 10,000.


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


3. Universal Container has a Sales Cloud implementation for a sales team and an enterprise resource planning (ERP) as a customer master Sales team are complaining about duplicate account and data quality issues with account data. Which two solutions should a data architect recommend to resolve the complaints?

A) Build a nightly sync job from ERP to Salesforce.
B) Build a nightly batch job to de-dupe data, and merge account records.
C) Integrate Salesforce with ERP, and make ERP as system of truth.
D) Implement a de-dupe solution and establish account ownership in Salesforce


4. Northern Trail outfitters in migrating to salesforce from a legacy CRM system that identifies the agent relationships in a look-up table. What should the data architect do in order to migrate the data to Salesfoce?

A) Assign record owner based on relationship.
B) Migrate the data and assign to a non-person system user.
C) Migrate to Salesforce without a record owner.
D) Create custom objects to store agent relationships.


5. NTO processes orders from its website via an order management system (OMS). The OMS stores over 2 million historical records and is currently not integrated with SF. The Sales team at NTO using Sales cloud and would like visibility into related customer orders yet they do not want to persist millions of records directly in Salesforce. NTO has asked the data architect to evaluate SF connect and the concept of data verification. Which 3 considerations are needed prior to a SF Connect implementation? Choose 3 answer

A) Configure a middleware tool to poll external table data
B) Assess whether the external data source is reachable via an ODATA endpoint.
C) Create a 2nd system Admin user for authentication to the external source.
D) Identify the external tables to sync into external objects
E) Develop an object relationship strategy.


Solutions:

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

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