Salesforce Salesforce Certifications DATA-CLOUD-CONSULTANT Questions & Answers

• Question 101:

  Cumulus Financial wants to segregate Salesforce CRM Account data based on Country for its Data Cloud users.

  What should the consultant do to accomplish this?

  A. Use streaming transforms to filter out Account data based on Country and map to separate data model objects accordingly.

  B. Use the data spaces feature and applying filtering on the Account data lake object based on Country.

  C. Use Salesforce sharing rules on the Account object to filter and segregate records based on Country.

  D. Use formula fields based on the account Country field to filter incoming records.

  Correct Answer: B

  Data spaces are a feature that allows Data Cloud users to create subsets of data based on filters and permissions. Data spaces can be used to segregate data based on different criteria, such as geography, business unit, or product line. In this case, the consultant can use the data spaces feature and apply filtering on the Account data lake object based on Country. This way, the Data Cloud users can access only the Account data that belongs to their respective countries. References: Data Spaces, Create a Data Space

• Question 102:

  A consultant is working in a customer's Data Cloud org and is asked to delete the existing identity resolution ruleset.

  Which two impacts should the consultant communicate as a result of this action? Choose 2 answers

  A. All individual data will be removed.

  B. Unified customer data associated with this ruleset will be removed.

  C. Dependencies on data model objects will be removed.

  D. All source profile data will be removed

  Correct Answer: BC

  Deleting an identity resolution ruleset has two major impacts that the consultant should communicate to the customer. First, it will permanently remove all unified customer data that was created by the ruleset, meaning that the unified profiles and their attributes will no longer be available in Data Cloud1. Second, it will eliminate dependencies on data model objects that were used by the ruleset, meaning that the data model objects can be modified or deleted without affecting the ruleset1. These impacts can have significant consequences for the customer's data quality, segmentation, activation, and analytics, so the consultant should advise the customer to carefully consider the implications of deleting a ruleset before proceeding. The other options are incorrect because they are not impacts of deleting a ruleset. Option A is incorrect because deleting a ruleset will not remove all individual data, but only the unified customer data. The individual data from the source systems will still be available in Data Cloud1. Option D is incorrect because deleting a ruleset will not remove all source profile data, but only the unified customer data. The source profile data from the data streams will still be available in Data Cloud1. References: Delete an Identity Resolution Ruleset

• Question 103:

  A customer wants to use the transactional data from their data warehouse in Data Cloud.

  They are only able to export the data via an SFTP site.

  How should the file be brought into Data Cloud?

  A. Ingest the file with the SFTP Connector.

  B. Ingest the file through the Cloud Storage Connector.

  C. Manually import the file using the Data Import Wizard.

  D. Use Salesforce's Dataloader application to perform a bulk upload from a desktop.

  Correct Answer: A

  The SFTP Connector is a data source connector that allows Data Cloud to ingest data from an SFTP server. The customer can use the SFTP Connector to create a data stream from their exported file and bring it into Data Cloud as a data lake object. The other options are not the best ways to bring the file into Data Cloud because:

  B. The Cloud Storage Connector is a data source connector that allows Data Cloud to ingest data from cloud storage services such as Amazon S3, Azure Storage, or Google Cloud Storage. The customer does not have their data in any of these services, but only on an SFTP site.

  C. The Data Import Wizard is a tool that allows users to import data for many standard Salesforce objects, such as accounts, contacts, leads, solutions, and campaign members. It is not designed to import data from an SFTP site or for custom objects in Data Cloud.

  D. The Dataloader is an application that allows users to insert, update, delete, or export Salesforce records. It is not designed to ingest data from an SFTP site or into Data Cloud. References: SFTP Connector - Salesforce, Create Data Streams with the SFTP Connector in Data Cloud - Salesforce, Data Import Wizard - Salesforce, Salesforce Data Loader

• Question 104:

  A customer has a Master Customer table from their CRM to ingest into Data Cloud. The table contains a name and primary email address, along with other personally Identifiable information (Pll).

  How should the fields be mapped to support identity resolution?

  A. Create a new custom object with fields that directly match the incoming table.

  B. Map all fields to the Customer object.

  C. Map name to the Individual object and email address to the Contact Phone Email object.

  D. Map all fields to the Individual object, adding a custom field for the email address.

  Correct Answer: C

  To support identity resolution in Data Cloud, the fields from the Master Customer table should be mapped to the standard data model objects that are designed for this purpose. The Individual object is used to store the name and other personally identifiable information (PII) of a customer, while the Contact Phone Email object is used to store the primary email address and other contact information of a customer. These objects are linked by a relationship field that indicates the contact information belongs to the individual. By mapping the fields to these objects, Data Cloud can use the identity resolution rules to match and reconcile the profiles from different sources based on the name and email address fields. The other options are not recommended because they either create a new custom object that is not part of the standard data model, or map all fields to the Customer object that is not intended for identity resolution, or map all fields to the Individual object that does not have a standard email address field. References: Data Modeling Requirements for Identity Resolution, Create Unified Individual Profiles