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Salesforce Actual Free Exam Questions And Answers
Salesforce Certified Data Architect is a prestigious certification program that is designed to validate the skills and knowledge required to design and implement effective data solutions in the Salesforce platform. Salesforce Certified Data Architect certification program is ideal for professionals who are looking to advance their careers in the field of data architecture and management. The Salesforce Certified Data Architect certification is recognized globally and is highly valued by employers in the industry.
NEW QUESTION # 52
UC has to built a B2C ecommerce site on Heroku that shares customer and order data with a Heroku Postgres database. UC is currently utilizing Postgres as the single source of truth for both customers and orders. UC has asked a data architect to replicate the data into salesforce so that salesforce can now act as the system of record.
What are the 3 considerations that data architect should weigh before implementing this requirement? Choose 23 answers:
- A. Consider whether the data is required for sales reports, dashboards and KPI's.
- B. Determine if the data is driver of key process implemented within salesforce.
- C. Ensure the data is CRM center and able to populate standard of custom objects.
- D. Ensure there is a tight relationship between order data and an enterprise resource plaining (ERP) application.
- E. A selection of the tool required to replicate the data.
Answer: B,D,E
Explanation:
a. - Heroku Connect is required but this is confusing
NEW QUESTION # 53
NTO has outgrown its current salesforce org and will be migrating to new org shortly. As part of this process NTO will be migrating all of its metadata and dat a. NTO's data model in the source org has a complex relationship hierarchy with several master detail and lookup relationships across objects, which should be maintained in target org.
What 3 things should a data architect do to maintain the relationship hierarchy during migration?
Choose 3 answers:
- A. Keep the relationship fields populated with the source record ID's in the import file.
- B. Use data loader to export the data from source org and then import or Upsert into the target org in sequential order.
- C. Redefine the master detail relationship fields to lookup relationship fields in the target org.
- D. Replace source record ID's with new record ID's from the target org in the import file.
- E. Create a external id field for each object in the target org and map source record ID's to this field.
Answer: B,D,E
NEW QUESTION # 54
NTO (Northern Trail Outlets) has a complex Salesforce org which has been developed over past 5 years. Internal users are complaining abt multiple data issues, including incomplete and duplicate data in the org. NTO has decided to engage a data architect to analyze and define data quality standards.
Which 3 key factors should a data architect consider while defining data quality standards? Choose 3 answers:
- A. Finalize an extract transform load (ETL) tool for data migration
- B. Measure data timeliness and consistency
- C. Define key fields in staging database for data cleansing
- D. Measure data completeness and accuracy
- E. Define data duplication standards and rules
Answer: B,D,E
NEW QUESTION # 55
Universal Containers (UC) has a complex system landscape and is implementing a data governance program for the first time Which two first steps would be appropriate for UC to initiate an assessment of data architecture? Choose 2 answers
- A. Engage with IT program managers to assess current velocity of projects in the pipeline.
- B. Engage with database administrators to assess current database performance metrics.
- C. Engage with executive sponsorship to assess enterprise data strategy and goals.
- D. Engage with business units and IT to assess current operational systems and data models.
Answer: C,D
NEW QUESTION # 56
UC is having issues using Informatica Cloud Louder to export +10MOrder records. Each Order record has 10 Order Line Items. What two steps can you take to help correct this? Choose two answers.
- A. Use PK Chunking
- B. Limit Batch to 10K records
- C. Export in multiple batches
- D. Export Bulk API in parallel mode
Answer: A,C
NEW QUESTION # 57
Universal Container has implemented Sales Cloud to manage patient and related health records. During a recent security audit of the system it was discovered that same standard and custom fields need to encrypted.
Which solution should a data architect recommend to encrypt existing fields?
- A. Use Apex Crypto Class encrypt customer and standard fields.
- B. Implement shield platform encryption to encrypt and standard fields
- C. Expert data out of Salesforce and encrypt custom and standard fields.
- D. Implement classic encryption to encrypt custom and standard fields.
Answer: B
NEW QUESTION # 58
Developers at Universal Containers need to build a report for the business which displays Accounts opened in the past year grouped by industry. This report will also include information from contacts, opportunities, and orders. There are several million Accounts in the system. Which two options should be recommended to make this report perform well and satisfy the business need?
- A. Use Formula fields to surface information I related entities on the report.
- B. Use triggers to populate denormalized related fields on the Account.
- C. Use an indexed data field with bounded data filters.
- D. Use unbounded date ranges to filter the report.
Answer: C,D
NEW QUESTION # 59
Northern Trail Outfitters (NTO) wants to implement backup and restore for Salesforce data, Currently, it has data backup processes that runs weekly, which back up all Salesforce data to an enterprise data warehouse (EDW). NTO wants to move to daily backups and provide restore capability to avoid any data loss in case of outage.
What should a data architect recommend for a daily backup and restore solution?
- A. Change weekly backup process to daily backup, and implement a custom restore solution.
- B. Use AppExchange package for backup and restore.
- C. Use ETL for backup and restore from EDW.
- D. Use Bulk API to extract data on daily basis to EDW and REST API for restore.
Answer: B
NEW QUESTION # 60
Universal Containers (UC) has users complaining about reports timing out or simply taking too long to run What two actions should the data architect recommend to improve the reporting experience? Choose 2 answers
- A. Enable Divisions for large data objects.
- B. Index key fields used in report criteria.
- C. Share each report with fewer users.
- D. Create one skinny table per report.
Answer: B,D
NEW QUESTION # 61
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. Metadata API
- B. Bulk API in serial mode
- C. SOAP API
- D. Tooling API
Answer: A
NEW QUESTION # 62
Universal Containers (UC) has an Application custom object, which has tens of millions of records created in the past 5 years. UC needs the last 5 years of data to exist in Salesforce at all times for reporting and queries. UC is currently encountering performance issues when reporting and running queries on this Object using date ranges as filters. Which two options can be used to improve report performance?
- A. Run multiple reports to get different pieces of the data and combine them.
- B. Ask support to create a skinny table for Application with the necessary reporting fields.
- C. Add custom indexes to all fields on Application without a standard index.
- D. Add custom indexes to the Date fields used for filtering the report.
Answer: B,D
NEW QUESTION # 63
Universal Containers (UC) is implementing its new Internet of Things technology, which consists of smart containers that provide information on container temperature and humidity updated every 10 minutes back to UC. There are roughly 10,000 containers equipped with this technology with the number expected to increase to 50,000 across the next five years. It is essential that Salesforce user have access to current and historical temperature and humidity data for each container. What is the recommended solution?
- A. Create a new Container Reading custom object, which is created when a new measure is received for a specific container. The Container Reading custom object has a master-detail relationship to the container object.
- B. Create a new Lightning Component that displays last humidity and temperature data for a specific container and can also display historical trends obtaining relevant data from UC's existing data warehouse.
- C. Create new custom fields for temperature and humidity in the existing Container custom object, as well as an external ID field that is unique for each container. These custom fields are updated when a new measure is received.
- D. Create a new Container Reading custom object with a master-detail relationship to Container which is created when a new measure is received for a specific container. Implement an archiving process that runs every hour.
Answer: D
NEW QUESTION # 64
Universal Containers has a large number of Opportunity fields (100) that they want to track field history on. Which two actions should an architect perform in order to meet this requirement? Choose 2 answers
- A. Create a custom object to store the previous and new field values.
- B. Create a custom object to store a copy of the record when changed.
- C. Select the 100 fields in the Opportunity Set History Tracking page.
- D. Use Analytic Snapshots to store a copy of the record when changed.
Answer: A,B
NEW QUESTION # 65
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?
- A. Extract the data using data loader and use excel to merge the duplicate records
- B. Develop an ETL process that utilizers the merge API to merge the duplicate records
- C. Utilize a data warehouse as the system of truth
- D. Implement duplicate rules
Answer: D
NEW QUESTION # 66
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 dat a. 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. Stakeholders should be brought together to discuss the appropriate data strategy moving forward.
- B. The Opportunity engagement system should become the system of record for Opportunity records.
- C. The MDM strategy defines Salesforce as the system of record, so Salesforce Opportunity values prevail in all conflicts.
- D. A policy should be adopted so that the system whose record was most recently updated should prevail in conflicts.
Answer: A
NEW QUESTION # 67
A Customer is migrating 10 million order and 30 million order lines into Salesforce using Bulk API. The Engineer is experiencing time-out errors or long delays querying parents order IDs in Salesforce before importing related order line items. What is the recommended solution?
- A. Leverage a sequence of numbers on the imported orders to import related order lines.
- B. Leverage an External ID from source system orders to import related order lines.
- C. Leverage Batch Apex to update order ID on related order lines after import.
- D. Query only indexed ID field values on the imported order to import related order lines.
Answer: B
NEW QUESTION # 68
Universal Containers wants to implement a data -quality process to monitor the data that users are manually entering into the system through the Salesforce UI. Which approach should the architect recommend?
- A. Utilize an app from the AppExchange to create data -quality dashboards.
- B. Utilize a 3rd -party solution from the AppExchange for data uploads.
- C. Allow users to import their data using the Salesforce Import tools.
- D. Use Apex to validate the format of phone numbers and postal codes.
Answer: A
NEW QUESTION # 69
Northern Trail Outfitters <NTO> is streaming IoT data from connected devices to a cloud database. Every 24 hours. 100,000 records are generated.
NIO employees will need to see these lol records within Salesforce and generate weekly reports on it. Developers may also need to write programmatic logic to aggregate the records and incorporate them into workflows.
Which data pattern will allow a data architect to satisfy these requirements, while also keeping limits in mind?
- A. Persistence
- B. Virtualization
- C. Unidirectional integration
- D. Bidirectional integration
Answer: B
NEW QUESTION # 70
Universal Containers has a legacy system that captures Conferences and Venues. These Conferences can occur at any Venue. They create hundreds of thousands of Conferences per year. Historically, they have only used 20 Venues. Which two things should the data architect consider when denormalizing this data model into a single Conference object with a Venue picklist? Choose 2 answers
- A. Org data storage limitations.
- B. Limitations on master -detail relationships.
- C. Standard list view in -line editing.
- D. Bulk API limitations on picklist fields.
Answer: C,D
NEW QUESTION # 71
Universal Containers (UC) is migrating data from legacy system to Salesforce. During data analysis it was discovered that data types of fields being migrated do not match with Salesforce data types.
Which solution should a data architect use to ensure successful data migrations?
- A. Export legacy data into CSV files and leverage data loader to load data into Salesforce.
- B. Export legacy data into the staging database and leverage stored procedures to transform data types before loading into Salesforce.
- C. Migrate legacy data to a staging database for mapping then leverage an ETL tool to transform the data and load into Salesforce.
- D. Migrate the legacy data leveraging an ETL tool to transform data types and load data into Salesforce.
Answer: D
NEW QUESTION # 72
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