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Salesforce Plat-Arch-201 Exam Syllabus Topics:

SectionWeightObjectives
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
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. Synchronous vs asynchronous, batch vs real-time
  • 2. APIs, middleware and external systems integration
Master Data Management5%- Golden record and system of truth
  • 1. Establishing single source of truth in single org
- MDM implementation approaches
  • 1. Harmonization, consolidation, survivorship rules and thresholds
  • 2. Canonical modeling and hierarchy management
Data Migration15%- Migration execution and tools
  • 1. Data loader, ETL tools and bulk API usage
- Migration strategy and planning
  • 1. Assessment, mapping, validation and rollback planning
- Data quality and validation
  • 1. Cleaning, deduplication and post-migration verification
Large Data Volumes and Performance20%- Storage and scalability planning
  • 1. Data volume growth planning and storage limits
- Query and performance optimization
  • 1. Indexing, selective queries and avoiding performance bottlenecks
- LDV architecture design
  • 1. Data distribution, archiving and partitioning strategies
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

Salesforce Certified Platform Data Architect Sample Questions:

A shipping and logistics company has created a large number of reports within Sales Cloud since Salesforce was introduced. Some of these reports analyze large amounts of data regarding the whereabouts of the company's containers, and they are starting to time out when users are trying to run the reports. What is a recommended approach to avoid these time-out issues?

  • A. Improve reporting performance by creating a dashboard that is scheduled to run the reports only once per day.
  • B. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.
  • C. Improve reporting performance by creating an Apex trigger for the Report object that will pre- fetch data before the report is run.
  • D. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.
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Correct Answer: B  🗳️

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A data architect has been tasked with optimizing a data stewardship engagement for a Salesforce instance Which three areas of Salesforce should the architect review before proposing any design recommendation? Choose 3 answer

  • A. Export the setup audit trail to review what fields are being used.
  • B. Determine if any integration points create records in Salesforce.
  • C. Run key reports to determine what fields should be required.
  • D. Review the metadata xml files for redundant fields to consolidate.
  • E. Review the sharing model to determine impact on duplicate records.
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Correct Answer: B,C,E  🗳️

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NTO has 1 million customer records spanning 25 years. As part of its new SF project, NTO would like to create a master data management strategy to help preserve the history and relevance of its customer data. Which 3 activities will be required to identify a successful master data management strategy? Choose 3 answer

  • A. Choose a Business Intelligence tool.
  • B. Create a data archive strategy
  • C. Identify data to be replicated
  • D. Define the systems of record for critical data
  • E. Install a data warehouse
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Correct Answer: B,C,D  🗳️

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Get Cloudy Consulting needs to evaluate the completeness and consistency of contact information in Salesforce. Their sales reps often have incomplete information about their accounts and contacts. Additionally, they are not able to interpret the information in a consistent manner. Get Cloudy Consulting has identified certain ""key"" fields which are important to their sales reps. What are two actions Get Cloudy Consulting can take to review their data for completeness and consistency? (Choose two.)

  • A. Run one report per key field, grouped by that field, to understand its data variability.
  • B. Run a process that can fill in default values for blank fields.
  • C. Run a report that shows the percentage of blanks for the important fields.
  • D. Run a report which shows the last time the key fields were updated.
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Correct Answer: C,D  🗳️

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What is an advantage of using Custom metadata type over Custom setting?

  • A. Custom metadata types are available for reporting.
  • B. Custom metadata records are not copied from production to sandbox.
  • C. Custom metadata records are editable in Apex.
  • D. Custom metadata records are deployable using packages.
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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