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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
Topic 1: 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
Topic 2: Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
Topic 3: 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 4: 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
- 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
Topic 5: 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 6: 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

Salesforce Certified Platform Data Architect Sample Questions:

1. Cloud Kicks stores Invoice records in a custom object. Invoice records are being sent to the Accounting department with missing States and incorrectly formatted Postal Codes. Which two actions should Cloud Kicks take to improve data quality? (Choose two.)

A) Utilize a Validation Rule with a CONTAINS operator on address fields.
B) Write an Apex Trigger to require all fields to be populated.
C) Change each address field to require on the Page Layout.
D) Utilize a Validation Rule with a REGEX operator on Postal Code.


2. For a production cutover, a large number of Account records will be loaded into Salesforce from a legacy system. The legacy system does not have enough information to determine the Ownership for these Accounts upon initial load. Which two recommended options assign Account ownership to mitigate potential performance problems?

A) Let a "system user" own all the Account records without assigning any role to this user in Role Hierarchy.
B) Let the VP of the Sales department, who will report directly to the senior VP, own all the Account records.
C) Let a "system user" own all the Account records and make this user part of the highest-level role in the Role Hierarchy.
D) Let a "system user" own the Account records and assign this user to the lowest-level role in the Role Hierarchy.


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

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


4. During the implementation of Salesforce, a customer has the following requirements for Sales Orders:
1. Sales Order information needs to be shown to users in Salesforce.
2. Sales Orders are maintained in the on-premises enterprise resource planning (ERP).
3. Sales Order information has more than 150 million records.
4. Sales Orders will not be updated in Salesforce.
What should a data architect recommend for maintaining Sales Orders in salesforce?

A) Us custom objects to maintain Sales Orders in Salesforce.
B) Use external objects to maintain Sales Order in Salesforce.
C) Use Standard order object to maintain Sale Orders in Salesforce
D) Use custom big objects to maintain Sales Orders in Salesforce.


5. UC has migrated its Back-office data into an on-premise database with REST API access. UC recently implemented Sales cloud for its sales organization. But users are complaining about a lack of order data inside SF. UC is concerned about SF storage limits but would still like Sales cloud to have access to the data. Which design patterns should a data architect select to satisfy the requirement?

A) Migrate and persist the data in SF to take advantage of native functionality.
B) Build a UI for the on-premise system and iframe it in Salesforce
C) Use SF Connect to virtualize the data in SF and avoid storage limits.
D) Develop a bidirectional integration between the on-premise system and Salesforce.


Solutions:

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

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