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Salesforce Plat-Arch-201 Exam Syllabus Topics:
| Section | Weight | Objectives |
| Topic 1: Master Data Management | 5% | - 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 2: Data Modeling and Database Design | 25% | - 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 skew prevention
- 1. Avoid record locking, sharing issues and excessive parent-child relationships
- Data model design for Customer 360
- 1. Objects, fields, relationships and object features
- 2. Scalable design aligned with security and sharing model
|
| Topic 3: Data Governance, Quality and Security | 15% | - Data quality management
- 1. Profiling, monitoring, cleansing and enrichment
- Data governance framework
- 1. Policies, standards, ownership and stewardship
- Data security and compliance
- 1. Access control, encryption, compliance and audit
|
| Topic 4: Data Integration | 20% | - Integration patterns and technologies
- 1. APIs, middleware and external systems integration
- 2. Synchronous vs asynchronous, batch vs real-time
- Data synchronization and consistency
- 1. Conflict resolution, data consistency and idempotency
- External data sources
- 1. External Objects, OData and virtual data access
|
| Topic 5: Data Migration | 15% | - 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: Large Data Volumes and Performance | 20% | - 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
|
Salesforce Certified Platform Data Architect Sample Questions:
1. Universal Containers is experiencing frequent and persistent group membership locking issues that severely restricts its ability to manage manual and a automated updates at the same time.
What should a data architect do in order to restore the issue?
A) Enable implicit sharing
B) Enable granular locking
C) Enable defer sharing calculation
D) Enable parallel sharing rule calculation.
2. Which API should a data architect use if exporting 1 million records from Salesforce?
A) Streaming API
B) Bulk API
C) SOAP API
D) REST API
3. UC is trying to switch from legacy CRM to salesforce and wants to keep legacy CRM and salesforce in place till all the functionality is deployed in salesforce. The want to keep data in synch b/w Salesforce, legacy CRM and SAP. What is the recommendation?
A) Suggest MDM solution and link MDM to salesforce and SAP
B) Do not integrate legacy CRM to Salesforce, but integrate salesforce to SAP
C) Integrate SAP with Salesforce, SAP to legacy CRM but not legacy CRM to Salesforce
D) Integrate legacy CRM to salesforce and keep data in synch till new functionality is in place
4. Universal Containers uses Apex jobs to create leads in Salesforce. The business team has requested that lead creation failures should be reported to them. Which option does Apex provide to report errors from this Apex job?
A) Save Apex errors in a custom object, and allow access to this object for reporting.
B) Use Custom Object to store leads, and allow unprocessed leads to be reported.
C) Use AppExchange package to clean lead information before Apex job processes them.
D) Use Apex services to email failures to business when error occurs.
5. UC has millions of case records with case history and SLA data. UC's compliance team would like historical cases to be accessible for 10 years for Audit purpose. What solution should a data architect recommend?
A) Use a custom Big object to store archived case data.
B) Use a custom object to store archived case data.
C) Purchase more data storage to support case object
D) Archive Case data using Salesforce Archiving process
Solutions:
Question # 1 Answer: B | Question # 2 Answer: B | Question # 3 Answer: A,C | Question # 4 Answer: D | Question # 5 Answer: A |