New Trustworthy Data-Architect Pdf | Professional Data-Architect: Salesforce Certified Data Architect 100% Pass

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Salesforce Data-Architect Exam Syllabus Topics:

Section	Objectives
Topic 1: Data Modeling and Database Design	- Data modeling concepts 1. Normalization and denormalization strategies 2. Relational vs. non-relational data design - Salesforce data model design 1. Standard and custom objects usage 2. Schema design for scalability
Topic 2: Master Data Management (MDM)	- MDM architecture 1. Golden record design 2. Data synchronization approaches
Topic 3: Large Data Volume and Performance	- Scalability considerations 1. Bulk data processing strategies 2. Indexing and query optimization
Topic 4: Data Integration	- Salesforce integration tools 1. Platform events and change data capture 2. MuleSoft and REST/SOAP APIs - Integration patterns 1. API-based integration strategies 2. ETL vs real-time integration
Topic 5: Data Governance and Management	- Data quality management 1. Deduplication strategies 2. Data validation rules - Security and compliance 1. Data access controls 2. Regulatory compliance considerations

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Certification Data-Architect Questions, Exam Data-Architect Fees

It is well known that certificates are not versatile, but without a Salesforce Data-Architect certification you are a little inferior to the same competitors in many ways. Compared with the people who have the same experience, you will have the different result and treatment if you have a Salesforce Certified Data Architect Data-Architect Certification.

Salesforce Certified Data Architect Sample Questions (Q139-Q144):

NEW QUESTION # 139
Universal Containers (UC) is implementing a new customer categorization process where customers should be assigned to a Gold, Silver, or Bronze category if they've purchased UC's new support service. Customers are expected to be evenly distributed across all three categories. Currently, UC has around 500,000 customers, and is expecting 1% of existing non-categorized customers to purchase UC's new support service every month over the next five years. What is the recommended solution to ensure long-term performance, bearing in mind the above requirements?

A. Implement a new picklist custom field in the Account object with Gold, Silver, and Bronze values.
B. Implement a new Categories custom object and create a lookup field from Account to Category.
C. Implement a new global picklist custom field with Gold, Silver, and Bronze values and enable it in Account.
D. Implement a new Categories custom object and a master-detail relationship from Account to Category.

Answer: A

Explanation:
The recommended solution to ensure long-term performance for the customer categorization process is to implement a new picklist custom field in the Account object with Gold, Silver, and Bronze values. A picklist field is a simple and efficient way to store a predefined set of values for a record. A picklist field has the following benefits:
It allows you to easily filter, sort, and group records by their category values, which can help you analyze and segment your customers.
It does not require creating any additional objects or relationships, which can reduce the data model complexity and maintenance overhead.
It supports large data volumes and can handle millions of records without affecting performance or scalability.

NEW QUESTION # 140
Universal Containers (UC) is expecting to have nearly 5 million shipments records in its Salesforce org. Each shipment record has up to 10 child shipment item records. The Shipment custom object has an Organization-wide Default (OWD) sharing model set to Private and the Shipment Item custom object has a Master-Detail relationship to Shipment. There are 25 sharing rules set on the Shipment custom object, which allow shipment records to be shared to each of UC's 25 business areas around the globe. These sharing rules use public groups, one for each business area plus a number of groups for management and support roles. UC has a high turnover of Sales Reps and often needs to move Sales Reps between business areas in order to meet local demand. What feature would ensure that performance, when moving Sales Reps between regions, remains adequate while meeting existing requirements?

A. Implement data archiving for old Shipment records.
B. Configure shipment OWD to Public Read/Write.
C. Contact Salesforce to create Skinny tables on Shipment.
D. Contact Salesforce to enable Defer Sharing Rules

Answer: D

Explanation:
Contacting Salesforce to enable Defer Sharing Rules is the feature that would ensure that performance, when moving Sales Reps between regions, remains adequate while meeting existing requirements. Defer Sharing Rules allows you to defer sharing rule recalculation when you make changes to public groups or roles that are used in sharing rules. This can improve performance and avoid locking issues when you move users between groups or roles2. Implementing data archiving for old Shipment records will not help with the performance issue related to sharing rules. Contacting Salesforce to create Skinny tables on Shipment will not help with the performance issue related to sharing rules. Configuring shipment OWD to Public Read/Write will not meet the existing requirements of having a Private sharing model.

NEW QUESTION # 141
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 lookup relationship field on contact object.
B. Create a master detail relationship field on the Conference object.
C. Create a master detail relationship field on the Contact object.
D. Implement a Contact Conference junction object with master detail relationship to both contact and conference__c.

Answer: D

NEW QUESTION # 142
NTO has implemented salesforce for its sales users. The opportunity management in salesforce is implemented as follows:
1. Sales users enter their opportunities in salesforce for forecasting and reporting purposes.
2. NTO has a product pricing system (PPS) that is used to update opportunity amount field on opportunities on a daily basis.
3. PPS is the trusted source within the NTO for opportunity amount.
4. NTO uses opportunity forecast for its sales planning and management.
Sales users have noticed that their updates to the opportunity amount field are overwritten when PPS updates their opportunities.
How should a data architect address this overriding issue?

A. Change PPS integration to update only opportunity amount fields when values is NULL.
B. Change opportunity amount field access to read only for sales users using field level security.
C. Create a custom field for opportunity amount that sales users update separating the fields that PPS updates.
D. Create a custom field for opportunity amount that PPS updates separating the field that sales user updates.

Answer: B

Explanation:
Changing the opportunity amount field access to read only for sales users using field level security is the best way to address the overriding issue. This way, the sales users can still view the opportunity amount field but cannot edit it, and PPS can update it as the trusted source

NEW QUESTION # 143
Universal Containers has a custom object with millions of rows of data.
When executing SOQL queries, which three options prevent a query from being selective? (Choose three.)

A. Using NOT and != operators.
B. Performing large loads and deletions.
C. Using leading % wildcards.
D. Using a custom index on a deterministic formula field.
E. Using trailing % wildcards.

Answer: A,B,C

Explanation:
Using leading % wildcards, performing large loads and deletions, and using NOT and != operators are three options that prevent a query from being selective. These options can cause the query to scan a large number of records or indexes, which can negatively impact the performance and scalability of the query5. Using a custom index on a deterministic formula field, on the other hand, can improve the query selectivity by allowing the query to use the index instead of scanning all the records6.

NEW QUESTION # 144
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