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Salesforce Plat-Arch-201 Exam Syllabus Topics:
Section
Weight
Objectives
Topic 1: Master Data Management
5%
- 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 2: Data Modeling and Database Design
25%
- 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
- Metadata management
1. Business dictionary, data lineage, taxonomy and classification
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: 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
Topic 5: Data Integration
20%
- 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. Synchronous vs asynchronous, batch vs real-time
2. APIs, middleware and external systems integration
Topic 6: Data Migration
15%
- 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
Salesforce Certified Platform Data Architect Sample Questions:
UC has multiple SF orgs that are distributed across regional branches. Each branch stores local customer data inside its org's Account and Contact objects. This creates a scenario where UC is unable to view customers across all orgs. UC has an initiative to create a 360-degree view of the customer, as UC would like to see Account and Contact data from all orgs in one place. What should a data architect suggest to achieve this 360-degree view of the customer?
A. Use an ETL tool to migrate gap Accounts and Contacts into each org.
B. Consolidate the data from each org into a centralized datastore
C. Use Salesforce Connect's cross-org adapter.
D. Build a bidirectional integration between all orgs.
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Northern Trail Outfitters needs to implement an archive solution for Salesforce data. This archive solution needs to help NTO do the following: 1. Remove outdated Information not required on a day-to-day basis. 2. Improve Salesforce performance. Which solution should be used to meet these requirements?
A. Identify a location to store archived data and use scheduled batch jobs to migrate and purge the aged data on a nightly basis,
B. Create a full copy sandbox, and use it as a source for retaining archived data.
C. Identify a location to store archived data, and move data to the location using a time-based workflow.
D. Use a formula field that shows true when a record reaches a defined age and use that field to run a report and export a report into SharePoint.
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(NTO) has multiple salesforce orgs based on geographical reports (AMER, EMEA, APAC). NTO products are in the AMER org and need to be created in the EMEA and APAC after the products are approved. Which two features should a data architect recommend to share records between salesforce orgs? Choose 2
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Universal Containers (UC) has a requirement to create an Account plan object that is related to the Account object. Each Account plan needs to have an Account object, but the accessibility requirement of the Account plan is different from the Account object. What should an Architect recommend?
A. Create an account plan object with a lookup relations to Account without any validation rules to enforce the Account association.
B. Create a custom account plan object as detail with Account as master with additional sharing rules to allow access.
C. Create a custom account plan object as detail with Account as mater in a master-detail relationship.
D. Create an account plan object with a lookup relationship to Account with validation rules to enforce the Account association.
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Universal Containers (UC) has a very large and complex Salesforce org with hundreds of validation rules and triggers. The triggers are responsible for system updates and data manipulation as records are created or updates by users. A majority of the automation tool within UC'' org were not designed to run during a data load. UC is importing 100,000 records into Salesforce across several objects over the weekend. What should a data architect do to mitigate any unwanted results during the import?
A. Ensure duplication and matching rules and defined.
B. Import the data in smaller batches over a 24-hour period.
C. Ensure validation rules, triggers and other automation tools are disabled.
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discussion
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