DOWNLOAD the newest PassExamDumps Data-Architect PDF dumps from Cloud Storage for free: https://drive.google.com/open?id=1SCGyUiq_Ovv0gz94SiqITXbusAJEfdh9
Our website provides the most up to date and accurate Salesforce Data-Architect learning materials which are the best for clearing Data-Architect real exam. It is best choice to accelerate your career as a professional in the information technology industry. We are proud of our reputation of helping people clear Data-Architect Actual Test in your first attempt. Our pass rate reached almost 86% in recent years.
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Master Data Management | 20% | - Data cleansing techniques - Data duplication and matching rules - Identity resolution |
| Topic 2: Data Modeling | 25% | - Big Objects and external objects - Indexing strategies - Skinny tables for performance optimization - Large Data Volumes (LDV) design considerations - Normalization and denormalization strategies |
| Topic 3: Data Architecture | 20% | - Architecture patterns and design principles - Archiving and data lifecycle management - Governor limits and bulk processing - Performance tuning and optimization |
| Topic 4: Data Governance | 20% | - Data stewardship roles and responsibilities - Data quality standards and metrics - Compliance and regulatory considerations - Data retention and archiving policies |
| Topic 5: Data Integration | 15% | - Handling locks and parallelism during migration - API-based integration (REST, SOAP, Bulk API) - ETL tools and data migration strategies - Sharing rules impact on data integration - Real-time vs batch integration patterns |
>> Exam Data-Architect Material <<
Don't you want to make a splendid achievement in your career? Certainly hope so. Then it is necessary to constantly improve yourself. Working in the Salesforce industry, what should you do to improve yourself? In fact, it is a good method to improve yourself by taking Salesforce certification exams and getting Salesforce certificate. Salesforce certificate is very important certificate, so more and more people choose to attend Data-Architect Certification Exam.
NEW QUESTION # 94
Universal Containers has been a customer of Salesforce for 10 years. Currently they have 2 million accounts in the system. Due to an erroneous integration built 3 years ago, it is estimated there are 500,000 duplicates in the system.
Which solution should a data architect recommend to remediate the duplication issue?
Answer: A
Explanation:
Implementing duplicate rules (option D) is the best solution to remediate the duplication issue, as it allows the data architect to identify and merge duplicate accounts in Salesforce using native features and tools. Developing an ETL process that utilizes the merge API to merge the duplicate records (option A) is not a good solution, as it may require more coding and testing effort, and it does not prevent duplicates from being created in Salesforce. Utilizing a data warehouse as the system of truth (option B) is also not a good solution, as it may introduce additional complexity and cost, and it does not address the duplication issue in Salesforce. Extracting the data using data loader and using excel to merge the duplicate records (option C) is also not a good solution, as it may be time-consuming and error-prone, and it does not prevent duplicates from being created in Salesforce.
NEW QUESTION # 95
UC is migrating individual customers (B2C) data from legacy systems to SF. There are millions of customers stored as accounts and contacts in legacy database.
Which object model should a data architect configure within SF ?
Answer: B
NEW QUESTION # 96
Universal Containers (UC) uses the following Salesforce products:
Sales Cloud for customer management.
Marketing Cloud for marketing.
Einstein Analytics for business reporting.
UC occasionally gets a list of prospects from third-party source as comma-separated values (CSV) files for marketing purposes. Historically, UC would load contact Lead object in Salesforce and sync to Marketing Cloud to send marketing communications. The number of records in the Lead object has grown over time and has been consuming large amounts of storage in Sales Cloud, UC is looking for recommendations to reduce the storage and advice on how to optimize the marketing Cloud to send marketing communications. The number of records in the Lead object has grown over time and has been consuming large amounts of storage in Sales Cloud, UC is looking for recommendations to reduce the storage and advice on how to optimize the marketing process.
What should a data architect recommend to UC in order to immediately avoid storage issues in the future?
Answer: C
Explanation:
According to the Salesforce documentation4, Marketing Cloud is a platform that allows creating and managing marketing campaigns across multiple channels, such as email, mobile, social media, web, etc. Marketing Cloud can integrate with Sales Cloud and other Salesforce products to share data and insights. One of the ways to integrate Marketing Cloud with Sales Cloud is using Marketing Cloud Connect5, which allows syncing data between the two platforms using synchronized data sources.
However, if UC occasionally gets a list of prospects from third-party sources as CSV files for marketing purposes, it may not be necessary or efficient to load them into Sales Cloud first and then sync them with Marketing Cloud. This can consume large amounts of storage in Sales Cloud, which has a limit based on the license type6. It can also cause data quality issues, such as duplicates or outdated information.
A better option for UC is to load the contacts directly to Marketing Cloud using Import Definition, which allows importing data from external files or databases into Marketing Cloud data extensions. Data extensions are custom tables that store marketing data in Marketing Cloud. This way, UC can avoid storage issues in Sales Cloud and optimize the marketing process by sending marketing communications directly from Marketing Cloud.
To track prospects that are converted to customers, UC can have a reconciliation process that compares the contacts in Marketing Cloud with the accounts or contacts in Sales Cloud. This can be done using SQL queries or API calls to access and compare data from both platforms. Alternatively, UC can use Marketing Cloud Connect to sync the converted contacts from Sales Cloud to Marketing Cloud using synchronized data sources.
Loading the CSV files in Einstein Analytics and syncing with Marketing Cloud prior to sending marketing communications (option A) is not a good option, as it can add unnecessary complexity and latency to the process. Einstein Analytics is a platform that allows creating and analyzing data using interactive dashboards and reports. It is not designed for importing and exporting data for marketing purposes.
Loading the CSV files in an external database and syncing with Marketing Cloud prior to sending marketing communications (option B) is also not a good option, as it can incur additional costs and maintenance for the external database. It can also introduce data security and privacy risks, as the data may not be encrypted or protected by Salesforce.
Continuing to use the existing process to use Lead object to sync with Marketing Cloud and delete Lead records from Sales after the sync is complete (option D) is not a good option, as it can cause performance issues and data loss. Deleting Lead records from Sales can affect reporting and auditing, as well as trigger workflows and validations that may not be intended. It can also cause data inconsistency and synchronization errors between Sales Cloud and Marketing Cloud.
NEW QUESTION # 97
DreamHouse Realty has a Salesforce deployment that manages Sales, Support, and Marketing efforts in a multi-system ERP environment. The company recently reached the limits of native reports and dashboards and needs options for providing more analytical insights.
What are two approaches an Architect should recommend? (Choose two.)
Answer: A,C
Explanation:
Einstein Analytics can provide more analytical insights than native reports and dashboards by allowing users to explore data from multiple sources, create interactive visualizations, and apply AI-powered features 5
. AppExchange Apps can also provide more analytical insights by offering pre-built solutions or integrations with external tools that can enhance the reporting and analytics capabilities of Salesforce 6 .
NEW QUESTION # 98
The architect is planning a large data migration for Universal Containers from their legacy CRM system to Salesforce. What three things should the architect consider to optimize performance of the data migration? Choose 3 answers
Answer: A,D,E
Explanation:
Removing custom indexes on the data being loaded will prevent unnecessary index maintenance and improve the data load speed. Deferring sharing calculations of the Salesforce Org will avoid frequent sharing rule evaluations and reduce the load time. Deactivating approval processes and workflow rules will prevent triggering any automation logic that might slow down or fail the data load.
NEW QUESTION # 99
......
Regular practice can give you the skills and confidence needed to perform well on your Data-Architect exam. By practicing your Salesforce Certified Data Architect (Data-Architect) exam regularly, you can increase your chances of success and make sure that all of your hard work pays off when it comes time to take the test. We understand that every Salesforce Certified Data Architect (Data-Architect) exam taker has different preferences. To make sure that our Salesforce Data-Architect preparation material is accessible to everyone, we made it available in three different formats.
Reliable Data-Architect Dumps Files: https://www.passexamdumps.com/Data-Architect-valid-exam-dumps.html
BONUS!!! Download part of PassExamDumps Data-Architect dumps for free: https://drive.google.com/open?id=1SCGyUiq_Ovv0gz94SiqITXbusAJEfdh9