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Salesforce Plat-Arch-201 Exam Syllabus Topics:

Section	Weight	Objectives
Large Data Volumes and Performance	20%	- Query and performance optimization 1. Indexing, selective queries and avoiding performance bottlenecks - LDV architecture design 1. Data distribution, archiving and partitioning strategies - Storage and scalability planning 1. Data volume growth planning and storage limits
Data Modeling and Database Design	25%	- Object type selection 1. Standard/custom objects vs Big Objects: use cases, pros and cons - Data model design for Customer 360 1. Scalable design aligned with security and sharing model 2. Objects, fields, relationships and object features - Metadata management 1. Business dictionary, data lineage, taxonomy and classification - Data skew prevention 1. Avoid record locking, sharing issues and excessive parent-child relationships
Data Migration	15%	- 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
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
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. APIs, middleware and external systems integration 2. Synchronous vs asynchronous, batch vs real-time
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

Salesforce Certified Platform Data Architect Sample Questions:

Question 1

A large telecommunication provider that provides internet services to both residence and business has the following attributes:
- A customer who purchases its services for their home will be created
as an Account in Salesforce.
- Individuals within the same house address will be created as Contact
in Salesforce.
- Businesses are created as Accounts in Salesforce.
- Some of the customers have both services at their home and business.
What should a data architect recommend for a single view of these customers without creating multiple customer records?

A. Customers are created as Contacts and related to Business and Residential Accounts using the Account Contact Relationships.
B. Costumers are created as Accounts for Residence Account and use Parent Account to relate Business Account.
C. Customer are created as individual objects and relate with Accounts for Business and Residence accounts.
D. Customers are created as Person Accounts and related to Business and Residential Accounts using the Account Contact relationship.

Question 2

Universal Containers (UC) is in the process of migrating legacy inventory data from an enterprise resources planning (ERP) system into Sales Cloud with the following requirements:
- Legacy inventory data will be stored in a custom child object called
Inventory_c.
- Inventory data should be related to the standard Account object.
- The Inventory object should Invent the same sharing rules as the
Account object.
- Anytime an Account record is deleted in Salesforce, the related
Inventory_c record(s) should be deleted as well.
What type of relationship field should a data architect recommend in this scenario?

A. Lookup relationship fields on Inventory related to Account
B. Master-detail relationship filed on Inventory_c, related to Account
C. Master-detail relationship filed on Account, related to Inventory_c
D. Indirect lookup relationship field on Account, related to Inventory_c

Question 3

NTO would like to retrieve their SF orgs meta data programmatically for backup within a various external. Which API is the best fit for accomplishing this task?

A. SOAP API
B. Metadata API
C. Tooling API
D. Bulk API in serial mode

Question 4

Universal Containers is integrating a new Opportunity engagement system with Salesforce.
According to their Master Data Management strategy, Salesforce is the system of record for Account, Contact, and Opportunity data. However, there does seem to be valuable Opportunity data in the new system that potentially conflicts with what is stored in Salesforce. What is the recommended course of action to appropriately integrate this new system?

A. The Opportunity engagement system should become the system of record for Opportunity records.
B. A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.
C. The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.
D. Stakeholders should be brought together to discuss the appropriate data strategy moving forward.

Question 5

UC developers have created a new lightning component that uses an Apex controller using a SOQL query to populate a custom list view. Users are complaining that the component often fails to load and returns a time-out error. What tool should a data architect use to identify why the query is taking too long?

A. Open a ticket with salesforce support to retrieve transaction logs to e analyzed for processing time.
B. Use Splunk to query the system logs looking for transaction time and CPU usage.
C. Enable and use the query plan tool in the developer console.
D. Use salesforce's query optimizer to analyze the query in the developer console.

Solutions:

Question 1
Answer: A

Question 2
Answer: B

Question 3
Answer: B

Question 4
Answer: D

Question 5
Answer: C