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Salesforce Plat-Arch-201 Exam Syllabus Topics:

Section	Objectives
Topic 1: Salesforce Data Model and Platform Capabilities	- Reporting and analytics considerations - Relationships and schema design - Standard and custom objects
Topic 2: Data Migration	- Data cleansing and transformation - Data migration strategies and planning
Topic 3: Data Architecture and Design	- Conceptual and logical data modeling - Data modeling best practices in Salesforce - Handling large data volume and scalability considerations
Topic 4: Data Integration	- API-based integration approaches - Integration patterns in Salesforce - ETL vs ELT strategies
Topic 5: Data Management	- Master data management (MDM) concepts - Data quality management - Data governance principles

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Salesforce Certified Platform Data Architect Sample Questions (Q145-Q150):

NEW QUESTION # 145
UC is building a salesforce application to track contacts and their respective conferences that they have attended with the following requirements:
1. Contacts will be stored in the standard contact object.
2. Conferences will be stored in a custom conference_ c object.
3. Each contact may attend multiple conferences and each conference may be related to multiple contacts.
How should a data architect model the relationship between the contact and conference objects?

A. Create a master detail relationship field on the Conference object.
B. Create a lookup relationship field on contact object.
C. Implement a Contact Conference junction object with master detail relationship to both contact and conference_c
D. Create a master detail relationship field on the Contact object.

Answer: C

Explanation:
Implementing a Contact Conference junction object with master detail relationship to both contact and conference_c is the correct way to model the relationship between the contact and conference objects, as it allows a many-to-many relationship between them. This means that each contact can attend multiple conferences, and each conference can be related to multiple contacts. Creating a master detail relationship field on either the contact or the conference object would create a one-to- many relationship, which does not meet the requirements. Creating a lookup relationship field on contact object would also create a one-to-many relationship, and would not enforce referential integrity.

NEW QUESTION # 146
UC has large amount of orders coming in from its online portal. Historically all order are assigned to a generic user. Which 2 measures should data architect recommend to avoid any performance issues while working with large number of order records? Choose 2 answer

A. Clear the role field in the generic user record.
B. Create a role at top of role hierarchy and assign the role to the generic user.
C. Salesforce handles the assignment of orders automatically and there is no performance impact.
D. Create a pool of generic users and distribute the assignment of memory to the pool of users.

Answer: A,B

Explanation:
Clearing the role field in the generic user record and creating a role at the top of the role hierarchy and assigning it to the generic user are two measures that can help avoid performance issues while working with large number of order records. These measures can prevent data skew and lock contention that may occur when a single user owns or shares a large number of records

NEW QUESTION # 147
Northern Trail Outfitters (NTO) has a variety of customers that include householder, businesses, and individuals.
The following conditions exist within its system:
- NTO has a total of five million customers.
- Duplicate records exist, which is replicated across many systems,
including Salesforce.
- Given these conditions, there is a lack of consistent presentation
and clear identification of a customer record.
Which three option should a data architect perform to resolve the issues with the customer data?

A. Use Salesforce CDC to sync customer data cross all systems to keep customer record in sync.
B. Invest in data duplicate tool to de-dupe and merge duplicate records across all systems.
C. Duplicate customer records across the system and provide a two-way sync of data between the systems.
D. Create a unique global customer ID for each customer and store that in all system for referential identity.
E. Create a customer master database external to Salesforce as a system of truth and sync the customer data with all systems.

Answer: B,D,E

Explanation:
Creating a unique global customer ID for each customer and storing that in all systems for referential identity (option A), investing in a data duplicate tool to de-dupe and merge duplicate records across all systems (option C), and creating a customer master database external to Salesforce as a system of truth and syncing the customer data with all systems (option E) are the three options that a data architect should perform to resolve the issues with the customer data.
Option A ensures that each customer can be uniquely identified across different systems, option C eliminates duplicate records and improves data quality, and option E provides a consistent and reliable source of customer data for all systems.

NEW QUESTION # 148
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 creating an Apex trigger for the Report object that will pre- fetch data before the report is run.
C. Improve reporting performance by creating a custom Visualforce report that is using a cache of the records in the report.
D. Improve reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud.

Answer: D

Explanation:
Improving reporting performance by replacing the existing reports in Sales Cloud with new reports based on Analytics Cloud can avoid the time-out issues by leveraging the power and scalability of Analytics Cloud. Analytics Cloud can handle large volumes of data and provide faster and more interactive reports than Sales Cloud.

NEW QUESTION # 149
Universal Containers (UC) loads bulk leads and campaigns from third-party lead aggregators on a weekly and monthly basis. The expected lead record volume is 500K records per week, and the expected campaign records volume is 10K campaigns per week. After the upload, Lead records are shared with various sales agents via sharing rules and added as Campaign members via Apex triggers on Lead creation. UC agents work on leads for 6 months, but want to keep the records in the system for at least 1 year for reference. Compliance requires them to be stored for a minimum of 3 years. After that, data can be deleted. What statement is true with respect to a data archiving strategy for UC?

A. UC can leverage a "tier"-based approach to classify the record storage need.
B. UC can leverage recycle bin capability, which guarantees record storage for 15 days after deletion.
C. UC can leverage the Salesforce Data Backup and Recovery feature for data archival needs.
D. UC can store long-term lead records in custom storage objects to avoid counting against storage limits.

Answer: A

Explanation:
Leveraging a "tier"-based approach to classify the record storage need is a true statement with respect to a data archiving strategy for UC. This approach involves defining different tiers of data based on their usage, value, and retention policies, and then applying appropriate storage and archiving solutions for each tier.

NEW QUESTION # 150
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